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MCP Servers

Discovered MCP servers with capability surface + health.

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mcp ai api search agent llm file database code integration github workflow log auth monitor rag chat automation colaberry cloud postgres browser docker security email deploy testing portal read-only analytics vector local issues slack sql documents tooling production-data file-io filesystem vcs pull-requests messaging collaboration sqlite scraping puppeteer google-drive cloud-storage memory

Filter: All ✓ Colaberry vetted only 📁 source: skill_catalog (classified) + submissions 🌐 Ingest URL + Submit manually

📋 MCP Servers inventory

368 entries

MCP Filesystem Server

Read, write, and manage local files via Model Context Protocol

file-iomcplocalfilesystem

MCP GitHub Server

Interact with GitHub repos, issues, PRs, and actions via MCP

githubmcpvcsissuespull-requests

MCP Slack Server

Send messages, read channels, and manage Slack workspaces via MCP

slackmcpmessagingcollaboration

MCP PostgreSQL Server

Query and manage PostgreSQL databases via Model Context Protocol

databasemcpsqlpostgres

MCP SQLite Server

Read and query SQLite databases via MCP for local data access

databasemcpsqlsqlitelocal

MCP Browser Automation

Control web browsers for scraping, testing, and automation via MCP

browsermcpautomationscrapingpuppeteer

MCP Google Drive Server

Access and manage Google Drive files and folders via MCP

google-drivemcpcloud-storagedocuments

MCP Memory Server

Persistent knowledge graph memory for Claude conversations via MCP

memorymcpknowledge-graphpersistence

MCP Brave Search Server

Web and local search capabilities via Brave Search API and MCP

searchmcpwebbrave

MCP Stripe Server

Manage Stripe payments, subscriptions, and customers via MCP

stripemcppaymentsbilling

MCP Notion Server

Read and write Notion pages, databases, and blocks via MCP

notionmcpknowledge-basedocuments

MCP Linear Server

Create and manage Linear issues, projects, and cycles via MCP

linearmcpproject-managementissues

MCP Terminal Server

Execute shell commands and scripts in a sandboxed terminal via MCP

terminalmcpshellexecution

MCP Redis Server

Read and write Redis key-value data and pub/sub via MCP

redismcpcachekey-value

MCP Docker Server

Manage Docker containers, images, and volumes via MCP

dockermcpcontainersdevops

Git Version Control Operations

Perform git operations like commit, branch, merge, and PR creation

gitversion-controlbranchescommits

Code & Development

MCP EverArt Image Generation

Generate and edit images using AI models via MCP EverArt integration

mcpimage-generationartcreative

MCP Fetch/HTTP Server

Fetch URLs and extract content from web pages via MCP for web research

mcphttpfetchweb-content

MCP Sentry Error Tracking

Query Sentry error data and manage issues via MCP integration

mcpsentryerrorsmonitoring

MCP Cloudflare Workers

Deploy and manage Cloudflare Workers and KV storage via MCP

mcpcloudflareworkersedge

Reference / test server with prompts, resources, and tools.

MCP Servers — 🌟 Reference Servers

Web content fetching and conversion for efficient LLM usage.

MCP Servers — 🌟 Reference Servers

Secure file operations with configurable access controls.

MCP Servers — 🌟 Reference Servers

Tools to read, search, and manipulate Git repositories.

MCP Servers — 🌟 Reference Servers

Knowledge graph-based persistent memory system.

MCP Servers — 🌟 Reference Servers

Sequential Thinking

Dynamic and reflective problem-solving through thought sequences.

MCP Servers — 🌟 Reference Servers

Time and timezone conversion capabilities.

MCP Servers — 🌟 Reference Servers

AWS KB Retrieval

Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.

MCP Servers — Archived

Web and local search using Brave's Search API. Has been replaced by the [official server](https://github.com/brave/brave-search-mcp-server).

mcpapisearchgithub

MCP Servers — Archived

AI image generation using various models.

MCP Servers — Archived

Repository management, file operations, and GitHub API integration.

apifilegithubintegration

MCP Servers — Archived

GitLab API, enabling project management.

MCP Servers — Archived

File access and search capabilities for Google Drive.

MCP Servers — Archived

Location services, directions, and place details.

MCP Servers — Archived

Read-only database access with schema inspection.

MCP Servers — Archived

Browser automation and web scraping.

apiautomationbrowser

MCP Servers — Archived

Interact with Redis key-value stores.

MCP Servers — Archived

Retrieving and analyzing issues from Sentry.io.

MCP Servers — Archived

Channel management and messaging capabilities. Now maintained by [Zencoder](https://github.com/zencoderai/slack-mcp-server)

mcpaislackgithubcode

MCP Servers — Archived

Database interaction and business intelligence capabilities.

MCP Servers — Archived

RAG for your knowledge base connected to [Agentset](https://agentset.ai).

MCP Servers — 🎖️ Official Integrations

Use AI agents to provision, configure, and query your [Algolia](https://algolia.com) search indices.

MCP Servers — 🎖️ Official Integrations

MCP server for running real - time analytics queries on Apache Pinot, an open-source OLAP database built for high-throughput, low-latency powering real-time applications.

MCP Servers — 🎖️ Official Integrations

Use the [CB Insights](https://www.cbinsights.com) MCP Server to connect to [ChatCBI](https://www.cbinsights.com/chatcbi/)

MCP Servers — 🎖️ Official Integrations

Connect to any Diffusion server to explore topics, create/update topics, manage sessions, configure features like topic views and metrics, and monitor the server.

MCP Servers — 🎖️ Official Integrations

FalkorDB graph database server get schema and read/write-cypher [FalkorDB](https://www.falkordb.com)

MCP Servers — 🎖️ Official Integrations

IBM watsonx.data intelligence

Find, understand, and work with your data in the watsonx.data intelligence governance & catalog, data quality, data lineage, and data product hub

MCP Servers — 🎖️ Official Integrations

Tool platform by IBM to build, test and deploy tools for any data source

MCP Servers — 🎖️ Official Integrations

Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization.

MCP Servers — 🎖️ Official Integrations

An MCP server that brings enterprise-grade OCR and document parsing capabilities to AI applications.

MCP Servers — 🎖️ Official Integrations

Interact with the Pagos API. Query Credit Card BIN Data with more to come.

MCP Servers — 🎖️ Official Integrations

Test, evaluate, and optimize AI agents and RAG apps

MCP Servers — 🎖️ Official Integrations

Interact with PostHog analytics, feature flags, error tracking and more with the official PostHog MCP server.

MCP Servers — 🎖️ Official Integrations

Manage your Postman resources using the [Postman API](https://www.postman.com/postman/postman-public-workspace/collection/i2uqzpp/postman-api).

MCP Servers — 🎖️ Official Integrations

Launch your conversational [Quickchat AI](https://quickchat.ai) agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities

MCP Servers — 🎖️ Official Integrations

Interact with your crash reporting and real using monitoring data on your Raygun account

MCP Servers — 🎖️ Official Integrations

Unified integration layer that bridges multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through zero-configuration auto-discovery and enterprise-ready architecture.

aiintegrationcode

MCP Servers — 🎖️ Official Integrations

MCP server to interact with [Routine](https://routine.co/): calendars, tasks, notes, etc.

MCP Servers — 🎖️ Official Integrations

[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

mcpfilesearchvector

MCP Servers — 🎖️ Official Integrations

Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server

MCP Servers — 🎖️ Official Integrations

ZettelkastenSpace

Built on the proven [Zettelkasten](https://www.zettelkasten.space/) method, enhanced with Claude Desktop integration via Model Context Protocol

MCP Servers — 🎖️ Official Integrations

MCP of MCPs. Automatically discover, configure, and add MCP servers on your local machine.

MCP Servers — 🌎 Community Servers

MCP server implementation that provides 1Panel interaction.

MCP Servers — 🌎 Community Servers

An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.

MCP Servers — 🌎 Community Servers

an MCP server to control Ableton Live.

MCP Servers — 🌎 Community Servers

ActivityPub MCP

A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol, supporting actor discovery, timeline fetching, instance exploration, and WebFinger

MCP Servers — 🌎 Community Servers

Actor Critic Thinking

Actor-critic thinking for performance evaluation

MCP Servers — 🌎 Community Servers

AI-powered Architectural Decision Records (ADR) analysis server that provides architectural insights, technology stack detection, security checks, and TDD workflow enhancement for software development

aisecuritylogworkflow

MCP Servers — 🌎 Community Servers

Remote MCP server for cross-platform ad campaign creation (Google Ads Search & PMax, TikTok). OAuth 2.1 authentication with progress streaming support for long-running operations. [Website](https://ww

mcpsearchaiauth

MCP Servers — 🌎 Community Servers

Agent Interviews

Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com).

MCP Servers — 🌎 Community Servers

An MCP server for providing serverless cloud infrastructure for AI agents.

mcpaiagentcloud

MCP Servers — 🌎 Community Servers

Agentic Framework

Multi-agent collaboration framework enabling AI agents to register, discover each other, exchange asynchronous messages via HTTP transport, and work together on complex tasks with persistent message h

MCP Servers — 🌎 Community Servers

Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. Run the Docker image locally, in the cloud, or on-premise.

mcpdatabaseagentdockercloudgithub

MCP Servers — 🌎 Community Servers

AI Agent Marketplace Index

MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents.

mcpsearchaiagentmonitor

MCP Servers — 🌎 Community Servers

AI-powered training platform for runners, cyclists, and triathletes with over 20 tools for workout management, activity analysis, performance predictions, and recovery tracking.

MCP Servers — 🌎 Community Servers

Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.

MCP Servers — 🌎 Community Servers

Search the bible reliably and repeatably [ai-Bible Labs](https://ai-bible.com)

MCP Servers — 🌎 Community Servers

Provides tools to search Airbnb and get listing details.

MCP Servers — 🌎 Community Servers

An MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client.

MCP Servers — 🌎 Community Servers

Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection.

MCP Servers — 🌎 Community Servers

A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.

MCP Servers — 🌎 Community Servers

MCP Server that provides interaction capabilities with Amazon Advertising through [MarketplaceAdPros](https://marketplaceadpros.com)/

MCP Servers — 🌎 Community Servers

An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards.

MCP Servers — 🌎 Community Servers

A Model Context Protocol server for generating 15+ visual charts using [AntV](https://github.com/antvis).

MCP Servers — 🌎 Community Servers

Any Chat Completions

Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.

MCP Servers — 🌎 Community Servers

Apache Gravitino(incubating)

Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification.

MCP Servers — 🌎 Community Servers

Transform Claude into your AI-powered API testing laboratory. Test, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics.

mcpapiaiauthtesting

MCP Servers — 🌎 Community Servers

An MCP server that dynamically creates MCP servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can

MCP Servers — 🌎 Community Servers

Apollo IO MCP Server

apollo.io mcp server. Get/enrich contact data for people and organizations agentically.

MCP Servers — 🌎 Community Servers

Interact with your library on Apple Books, manage your book collection, summarize highlights, notes, and much more.

MCP Servers — 🌎 Community Servers

An MCP server that allows you to interact with your macOS Calendar through natural language, including features such as event creation, modification, schedule listing, finding free time slots etc.

MCP Servers — 🌎 Community Servers

A powerful Model Context Protocol (MCP) server that provides seamless access to Apple Developer Documentation through natural language queries. Search, explore, and get detailed information about Appl

mcpapisearchaicode

MCP Servers — 🌎 Community Servers

MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed.

MCP Servers — 🌎 Community Servers

MCP server which runs debian package manager (apt) commands for you using ai agents.

MCP Servers — 🌎 Community Servers

MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data.

MCP Servers — 🌎 Community Servers

MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/).

MCP Servers — 🌎 Community Servers

Async-first Python architecture, wrapping the official [python-arango driver](https://github.com/arangodb/python-arango) with graph management capabilities, content conversion utilities (JSON, Markdow

MCP Servers — 🌎 Community Servers

Open-source enterprise-ready MCP gateway, MCP registry, MCP orchestrator, MCP credentials management, LLM cost management and chat platform.

MCP Servers — 🌎 Community Servers

MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.

mcpaiautomation

MCP Servers — 🌎 Community Servers

An MCP server that enables interacting with the arXiv API using natural language.

MCP Servers — 🌎 Community Servers

arxiv-latex-mcp

MCP server that fetches and processes arXiv LaTeX sources for precise interpretation of mathematical expressions in papers.

MCP Servers — 🌎 Community Servers

Intelligent MCP server for Plex and the complete *arr media automation suite (Sonarr, Radarr, Prowlarr, Bazarr, Overseerr) with natural language processing for unified media management.

MCP Servers — 🌎 Community Servers

Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata.

MCP Servers — 🌎 Community Servers

Atlassian Server (by phuc-nt)

An MCP server that connects AI agents (Cline, Claude Desktop, Cursor, etc.) to Atlassian Jira & Confluence, enabling data queries and actions through the Model Context Protocol.

MCP Servers — 🌎 Community Servers

An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an

MCP Servers — 🌎 Community Servers

Audius + AI = Atris. Interact with fans, stream music, tip your favorite artists, and more on Audius: all through Claude.

MCP Servers — 🌎 Community Servers

An MCP server for data analysis workflows including reading, preprocessing, feature engineering, model selection, visualization, and hyperparameter tuning.

MCP Servers — 🌎 Community Servers

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.

MCP Servers — 🌎 Community Servers

Perform operations on your AWS resources using an LLM.

MCP Servers — 🌎 Community Servers

An MCP server for AWS Athena to run SQL queries on Glue Catalog.

MCP Servers — 🌎 Community Servers

An MCP server that connects to AWS Cognito for authentication and user management.

MCP Servers — 🌎 Community Servers

AWS Cost Explorer

Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models ([demo video](https://www.youtube.com/wa

MCP Servers — 🌎 Community Servers

Search and explore datasets from the AWS Open Data Registry with fuzzy matching and detailed dataset information.

MCP Servers — 🌎 Community Servers

AWS Resources Operations

Run generated python code to securely query or modify any AWS resources supported by boto3.

MCP Servers — 🌎 Community Servers

A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents.

MCP Servers — 🌎 Community Servers

AI Agent collaboration platform. Collaborate on tasks, share context, and coordinate workflows.

aiagentworkflow

MCP Servers — 🌎 Community Servers

Query and analyze Azure Data Explorer databases.

MCP Servers — 🌎 Community Servers

An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items.

MCP Servers — 🌎 Community Servers

A curated list of all MCP servers and related resources for Azure developers by **[Arun Sekhar](https://github.com/achandmsft)**

MCP Servers — 🌎 Community Servers

Azure OpenAI DALL-E 3 MCP Server

An MCP server for Azure OpenAI DALL-E 3 service to generate image from text.

MCP Servers — 🌎 Community Servers

Azure Wiki Search

An MCP that enables AI to query the wiki hosted on Azure Devops Wiki.

MCP Servers — 🌎 Community Servers

Baidu AI Search

Web search with Baidu Cloud's AI Search

MCP Servers — 🌎 Community Servers

An MCP server that interfaces with the BambooHR APIs, providing access to employee data, time tracking, and HR management features.

MCP Servers — 🌎 Community Servers

Base Free USDC Transfer

Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome).

MCP Servers — 🌎 Community Servers

Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs.

MCP Servers — 🌎 Community Servers

Add biblical context to your generative AI applications.

MCP Servers — 🌎 Community Servers

This MCP server provides tools to fetch Bilibili user profiles, video metadata, search videos, and more.

MCP Servers — 🌎 Community Servers

Cryptocurrency trading and market data access through Binance API integration.

MCP Servers — 🌎 Community Servers

🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.

MCP Servers — 🌎 Community Servers

MCP server to create professional like 3d scenes on blender using natural language.

MCP Servers — 🌎 Community Servers

MCP Server for Blockchain Data from **[Tatum](http://tatum.io/mcp)** that instantly unlocks blockchain access for your AI agents. This official Tatum MCP server connects to any LLM in seconds.

MCP Servers — 🌎 Community Servers

Bluetooth MCP Server

Control Bluetooth devices and manage connections through natural language commands, including device discovery, pairing, and audio controls.

MCP Servers — 🌎 Community Servers

An MCP server for interacting with BSC, opBNB, and the Greenfield blockchain.

MCP Servers — 🌎 Community Servers

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

MCP Servers — 🌎 Community Servers

Agents accomplishing goals together in p2p rooms

MCP Servers — 🌎 Community Servers

An MCP server for taking screenshots of web pages using Playwright. Supports high-quality capture with configurable formats, viewport sizes, cookie-based authentication, and both full page and element

MCP Servers — 🌎 Community Servers

BugBug MCP Server

Unofficial MCP server for BugBug API.

MCP Servers — 🌎 Community Servers

BVG MCP Server - (Unofficial)

Unofficial MCP server for Berliner Verkehrsbetriebe Api.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management.

MCP Servers — 🌎 Community Servers

AI command bridge for Commodore 64 hardware. Control Ultimate 64 and C64 Ultimate devices through REST API with BASIC and assembly program creation, real-time memory inspection, SID audio synthesis, a

MCP Servers — 🌎 Community Servers

This server enables LLMs to use calculator for precise numerical calculations.

MCP Servers — 🌎 Community Servers

A CalDAV MCP server to expose calendar operations as tools for AI assistants.

MCP Servers — 🌎 Community Servers

Calendly-mcp-server

Open source calendly mcp server.

MCP Servers — 🌎 Community Servers

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

mcpdatabasesearch

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as sho

MCP Servers — 🌎 Community Servers

An MCP server for the [College Football Data API](https://collegefootballdata.com/).

MCP Servers — 🌎 Community Servers

An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://

mcpaillmchatgithub

MCP Servers — 🌎 Community Servers

Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so)

MCP Servers — 🌎 Community Servers

Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

MCP Servers — 🌎 Community Servers

A chess MCP server that integrates Stockfish engine evaluation, positional theme analysis, Lichess opening databases, and chess knowledgebase.

MCP Servers — 🌎 Community Servers

ChessPal Chess Engine (stockfish)

A Stockfish-powered chess engine exposed as an MCP server. Calculates best moves and supports both HTTP/SSE and stdio transports.

MCP Servers — 🌎 Community Servers

Vector database server for semantic document search and metadata filtering, built on Chroma

databasesearchvector

MCP Servers — 🌎 Community Servers

Talk with AI about your browser history, get fun ^_^

MCP Servers — 🌎 Community Servers

AST-powered code intelligence for Elixir projects. Provides 9 tools including function search, call site tracking, PR attribution, git history, and semantic search - reducing AI query tokens by 82%.

MCP Servers — 🌎 Community Servers

MCP server for the Clinical Interpretation of Variants in Cancer (CIViC) database, providing access to clinical variant interpretations and genomic evidence for cancer research.

mcpdatabasesearch

MCP Servers — 🌎 Community Servers

Claude Thread Continuity

Persistent memory system enabling Claude Desktop conversations to resume with full context across sessions. Maintains conversation history, project states, and user preferences for seamless multi-sess

MCP Servers — 🌎 Community Servers

MCP server for .faf format. Context scoring engine with project context management.

MCP Servers — 🌎 Community Servers

ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending.

MCP Servers — 🌎 Community Servers

CLDGeminiPDF Analyzer

MCP server tool enabling sharing large PDF files to Google LLMs via API for further/additional analysis and response retrieval to Claude Desktop.

MCP Servers — 🌎 Community Servers

Get comprehensive ML experiment context and analysis directly from [ClearML](https://clear.ml) in your AI conversations.

MCP Servers — 🌎 Community Servers

MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions.

MCP Servers — 🌎 Community Servers

Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.

MCP Servers — 🌎 Community Servers

MCP server enabling AI agents and LLMs to manage, monitor, and query **[CockroachDB](https://www.cockroachlabs.com/)** using natural language.

mcpaiagentllmmonitor

MCP Servers — 🌎 Community Servers

CockroachDB MCP Server

Full - featured MCP implementation built with FastAPI and CockroachDB. Supports schema bootstrapping, JSONB storage, LLM-ready CLI, and optional `/debug` endpoints.

MCP Servers — 🌎 Community Servers

Code Screenshot Generator

Generate beautiful syntax-highlighted code screenshots with professional themes directly from Claude. Supports file reading, line selection, git diff visualization, and batch processing.

MCP Servers — 🌎 Community Servers

A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections).

MCP Servers — 🌎 Community Servers

code-context-provider-mcp

MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers without Native Dependencies.

MCP Servers — 🌎 Community Servers

An MCP server that allows LLMs to execute Python code within a specified Conda environment.

MCP Servers — 🌎 Community Servers

code-sandbox-mcp

An MCP server to create secure code sandbox environment for executing code within Docker containers.

mcpaidockercode

MCP Servers — 🌎 Community Servers

GraphRAG memory server with customizable ingestion, data processing and search

MCP Servers — 🌎 Community Servers

Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data.

MCP Servers — 🌎 Community Servers

Implements the complete [CoinMarketCap](https://coinmarketcap.com/) API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics.

MCP Servers — 🌎 Community Servers

Run commands and scripts. Just like in a terminal.

MCP Servers — 🌎 Community Servers

computer-control-mcp

MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime Without External Dependencies.

MCP Servers — 🌎 Community Servers

Computer-Use - Remote MacOS Use

Open-source out-of-the-box alternative to OpenAI Operator, providing a full desktop experience and optimized for using remote macOS machines as autonomous AI agents.

MCP Servers — 🌎 Community Servers

computer-use-mcp

Control your computer with screen capture, mouse, and keyboard capabilities for automated desktop interaction and task execution.

MCP Servers — 🌎 Community Servers

Congress.gov API

An MCP server to interact with real-time data from the Congress.gov API, which is the official API for the United States Congress.

MCP Servers — 🌎 Community Servers

Console Automation

Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.

mcpaimonitorautomationtesting

MCP Servers — 🌎 Community Servers

A consul MCP server for service management, health check and Key-Value Store

MCP Servers — 🌎 Community Servers

Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code

MCP Servers — 🌎 Community Servers

Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server.

MCP Servers — 🌎 Community Servers

Context Crystallizer

AI Context Engineering tool that transforms large repositories into crystallized, AI-consumable knowledge through systematic analysis and optimization.

MCP Servers — 🌎 Community Servers

Context Processor

Intelligent context management with configurable pre-processing strategies (clarify, analyze, search, fetch) for enhancing content clarity, searchability, and metadata extraction.

MCP Servers — 🌎 Community Servers

Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their re

MCP Servers — 🌎 Community Servers

Semantic C++ code analysis using libclang. Enables Claude to understand C++ codebases through AST parsing rather than text search - find classes, navigate inheritance, trace function calls, and explor

MCP Servers — 🌎 Community Servers

MCP server for structured, iterative reasoning and thinking with flexible validation, confidence tracking, revision mechanisms, and branching support.

MCP Servers — 🌎 Community Servers

CreateveAI Nexus

Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent inte

mcpapiaiagentdeploy

MCP Servers — 🌎 Community Servers

MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools.

MCP Servers — 🌎 Community Servers

Create CRUD operations for serverless cron jobs through [Cronlytic](https://cronlytic.com) MCP Server

MCP Servers — 🌎 Community Servers

crypto-feargreed-mcp

Providing real-time and historical Crypto Fear & Greed Index data.

MCP Servers — 🌎 Community Servers

crypto-indicators-mcp

An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.

MCP Servers — 🌎 Community Servers

crypto-sentiment-mcp

An MCP server that delivers cryptocurrency sentiment analysis to AI agents.

MCP Servers — 🌎 Community Servers

cryptopanic-mcp-server

Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.

MCP Servers — 🌎 Community Servers

Comprehensive CSV processing with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files. Built with FastMCP & Pandas.

MCP Servers — 🌎 Community Servers

Current Time UTC MCP Server

A lightweight MCP server that provides accurate UTC time and timezone conversions in real-time.

MCP Servers — 🌎 Community Servers

Cursor MCP Installer

A tool to easily install and configure other MCP servers within Cursor IDE, with support for npm packages, local directories, and Git repositories.

MCP Servers — 🌎 Community Servers

An intelligent MCP (Model Context Protocol) server that analyzes job postings and crafts perfectly-matched CVs (by [Chandan Bhagat](https://me.chandanbhagat.com.np)).

MCP Servers — 🌎 Community Servers

CVE Intelligence Server

Provides vulnerability intelligence via multi - source CVE data, essential exploit discovery, and EPSS risk scoring through the MCP. Useful for security research, automation, and agent workflows.

mcpsearchagentsecurityautomationworkflow

MCP Servers — 🌎 Community Servers

A comprehensive MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

mcpaiintegration

MCP Servers — 🌎 Community Servers

An MCP server to easily build data pipelines using [Dagster](https://dagster.io/).

MCP Servers — 🌎 Community Servers

Connect LLMs to real-time, rights-cleared, proprietary data from trusted sources. Access specialized models for Real-Time Web Search, News, Sports, Financial Data, Crypto, and premium publisher conten

MCP Servers — 🌎 Community Servers

Data Exploration

MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution

MCP Servers — 🌎 Community Servers

Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account.

MCP Servers — 🌎 Community Servers

Databricks Genie

A server that connects to the Databricks Genie, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

MCP Servers — 🌎 Community Servers

Databricks Smart SQL

Leveraging Databricks Unity Catalog metadata, perform smart efficient SQL queries to solve Ad-hoc queries and explore data.

MCP Servers — 🌎 Community Servers

Unofficial MCP server for DataCite, providing access to research data and publication metadata through DataCite's REST API and GraphQL interface for scholarly research discovery.

MCP Servers — 🌎 Community Servers

Datadog MCP Server for application tracing, monitoring, dashboard, incidents queries built on official datadog api.

MCP Servers — 🌎 Community Servers

Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export

MCP Servers — 🌎 Community Servers

Dataverse DevTools MCP Server

An MCP server exposing ready-to-use Dataverse/Dynamics 365 tools for user and security administration, data operations, Web API executions, metadata exploration, and troubleshooting.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interfac

mcpapiaiagentcloud

MCP Servers — 🌎 Community Servers

DaVinci Resolve

MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control.

MCP Servers — 🌎 Community Servers

Universal database MCP server connecting to MySQL, MariaDB, PostgreSQL, and SQL Server.

MCP Servers — 🌎 Community Servers

Agentic debugging MCP server that helps AI coding agents delegate and fix hard bugs through isolated multi-agent hypothesis testing.

mcpaiagenttesting

MCP Servers — 🌎 Community Servers

Lightweight MCP server offering Grok/OpenAI/Gemini/Perplexity-style automated deep research exploration and structured reporting.

MCP Servers — 🌎 Community Servers

DeepSeek MCP Server

Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#featu

mcpapifilegithub

MCP Servers — 🌎 Community Servers

deepseek-thinker-mcp

A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)

MCP Servers — 🌎 Community Servers

Query real-time DeFi lending rates across 13+ protocols (Aave, Morpho, Compound, Venus, Solend, Drift, Jupiter, etc.). Compare rates, search best opportunities, and calculate looping strategies across

MCP Servers — 🌎 Community Servers

Fetch web content with enhanced extraction using Defuddle, converting pages to clean markdown with better results than standard HTML-to-markdown converters.

MCP Servers — 🌎 Community Servers

Universal deployment tracker for AI assistants with live status badges and deployment monitoring.

mcpaimonitordeploy

MCP Servers — 🌎 Community Servers

Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%.

MCP Servers — 🌎 Community Servers

An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more.

MCP Servers — 🌎 Community Servers

DesktopCommander

Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers.

MCP Servers — 🌎 Community Servers

An MCP server for devcontainer to generate and configure development containers directly from devcontainer configuration files.

MCP Servers — 🌎 Community Servers

An MCP server that runs right inside the IDE, for connecting to MySQL, Postgres, SQLite, and MSSQL databases.

MCP Servers — 🌎 Community Servers

DevOps AI Toolkit

AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance.

aiautomationworkflow

MCP Servers — 🌎 Community Servers

Dynamic Azure DevOps MCP server with directory-based authentication switching, supporting work items, repositories, builds, pipelines, and multi-project management with local configuration files.

MCP Servers — 🌎 Community Servers

MCP server for the Drug Gene Interaction Database (DGIdb), providing access to drug-gene interaction data, druggable genome information, and pharmacogenomics research.

mcpdatabasesearch

MCP Servers — 🌎 Community Servers

An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.).

MCP Servers — 🌎 Community Servers

A simple implementation of an MCP server for dify workflows.

MCP Servers — 🌎 Community Servers

An MCP server that connects to the Discogs API for interacting with your music collection.

MCP Servers — 🌎 Community Servers

An MCP server to connect to Discord guilds through a bot and read and write messages in channels

MCP Servers — 🌎 Community Servers

An MCP server to search Discourse posts on a Discourse forum.

MCP Servers — 🌎 Community Servers

An intelligent MCP server that provides specialized filesystem operations through ReAct sub-agents.

MCP Servers — 🌎 Community Servers

Official MCP server for DocBase API integration, enabling post management, user collaboration, group administration, and more.

mcpapiintegration

MCP Servers — 🌎 Community Servers

Integrate with Docker to manage containers, images, volumes, and networks.

MCP Servers — 🌎 Community Servers

Enable documentation access for the AI agent, supporting llms.txt and other remote or local files.

MCP Servers — 🌎 Community Servers

An MCP server for intelligent document processing and management, supporting multiple formats and document operations.

MCP Servers — 🌎 Community Servers

Docy gives your AI direct access to the technical documentation it needs, right when it needs it. No more outdated information, broken links, or rate limits - just accurate, real-time documentation ac

MCP Servers — 🌎 Community Servers

Enables AI agents to securely perform payment operations via a lightweight, serverless-compatible interface to the [Dodo Payments](https://dodopayments.com) API.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server for comprehensive domain analysis: WHOIS, DNS records, and DNS health checks.

MCP Servers — 🌎 Community Servers

Check service status and outage information from Downdetector for real-time monitoring of service availability across various platforms and regions.

MCP Servers — 🌎 Community Servers

Searches the [DBLP](https://dblp.org) computer science bibliography database.

MCP Servers — 🌎 Community Servers

Druid MCP Server

STDIO/SEE MCP Server for Apache Druid by [iunera](https://www.iunera.com) that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.

MCP Servers — 🌎 Community Servers

Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer.

MCP Servers — 🌎 Community Servers

dune-analytics-mcp

A mcp server that bridges Dune Analytics data to AI agents.

MCP Servers — 🌎 Community Servers

DynamoDB-Toolbox

Leverages your Schemas and Access Patterns to interact with your [DynamoDB](https://aws.amazon.com/dynamodb) Database using natural language.

MCP Servers — 🌎 Community Servers

A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks. Ideal for building AI reading assistants or chat-based ebook interfaces.

MCP Servers — 🌎 Community Servers

ECharts MCP Server

Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

MCP Servers — 🌎 Community Servers

A comprehensive Model Context Protocol server for Electronic Design Automation tools, enabling AI assistants to synthesize Verilog with Yosys, simulate designs with Icarus Verilog, run complete ASIC f

mcpailogautomation

MCP Servers — 🌎 Community Servers

EdgeOne Pages MCP

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

MCP Servers — 🌎 Community Servers

MCP server for edwin SDK - enabling AI agents to interact with DeFi protocols across EVM, Solana and other blockchains.

MCP Servers — 🌎 Community Servers

An open-source, cross-platform desktop application that seamlessly connects with MCP servers, across Linux, macOS, and Windows.

MCP Servers — 🌎 Community Servers

MCP server implementation that provides Elasticsearch interaction.

MCP Servers — 🌎 Community Servers

A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices.

MCP Servers — 🌎 Community Servers

This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directorie

MCP Servers — 🌎 Community Servers

A simple MCP server that lets your AI agent send emails and attach files through SMTP.

mcpfileaiagentemail

MCP Servers — 🌎 Community Servers

An MCP service for enhance you prompt.

MCP Servers — 🌎 Community Servers

Unofficial MCP server for NCBI Entrez databases, providing access to PubMed articles, gene information, protein data, and other biomedical research resources through NCBI's E-utilities API.

mcpapidatabasesearch

MCP Servers — 🌎 Community Servers

Ergo Blockchain MCP

An MCP server to integrate Ergo Blockchain Node and Explorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, searchi

mcpapisearchaimonitor

MCP Servers — 🌎 Community Servers

An MCP server that integrates ESP IDF commands like building and flashing code for ESP Microcontrollers using an LLM.

MCP Servers — 🌎 Community Servers

Extension of the Eunomia framework that connects Eunomia instruments with MCP servers

MCP Servers — 🌎 Community Servers

Everything Search

Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command).

MCP Servers — 🌎 Community Servers

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

MCP Servers — 🌎 Community Servers

Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table.

MCP Servers — 🌎 Community Servers

Excel to JSON MCP by WTSolutions

MCP Server providing a standardized interface for converting (1) Excel or CSV data into JSON format ;(2) Excel(.xlsx) file into Structured JSON.

MCP Servers — 🌎 Community Servers

Extended Memory

Persistent memory across Claude conversations with multi-project support, automatic importance scoring, and tag-based organization. Production-ready with 400+ tests.

MCP Servers — 🌎 Community Servers

Access to Formula 1 data including race results, driver information, lap times, telemetry, and circuit details.

MCP Servers — 🌎 Community Servers

MCP server that exposes [Fabi](https://app.fabi.ai/) analyst agent to turn natural-language prompts into insights: navigating connected data, generating safe SQL/Python, running queries, and saving re

MCP Servers — 🌎 Community Servers

Microsoft Fabric MCP server to accelerate working in your Fabric Tenant with the help of your favorite LLM models.

MCP Servers — 🌎 Community Servers

Fabric Real-Time Intelligence MCP

Official Microsoft Fabric RTI server to accelerate working with Eventhouse, Azure Data Explorer(Kusto), Eventstreams and other RTI items using your favorite LLM models.

MCP Servers — 🌎 Community Servers

fabric-mcp-server

The fabric-mcp-server is an MCP server that integrates [Fabric](https://github.com/danielmiessler/fabric) patterns with [Cline](https://cline.bot/), exposing them as tools for AI-driven task execution

MCP Servers — 🌎 Community Servers

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

MCP Servers — 🌎 Community Servers

Facebook Ads 10xeR

Advanced Facebook Ads MCP server with enhanced creative insights, multi-dimensional breakdowns, and comprehensive ad performance analytics.

MCP Servers — 🌎 Community Servers

Facebook Ads Library

Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds.

MCP Servers — 🌎 Community Servers

Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude

MCP Servers — 🌎 Community Servers

Give your coding agent direct access to up-to date Fantasy Premier League data

MCP Servers — 🌎 Community Servers

Fast Filesystem

Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file s

MCP Servers — 🌎 Community Servers

Access Fastmail via JMAP: list/search emails, send and move mail, handle attachments/threads, plus contacts and calendar tools.

mcpsearchaiemail

MCP Servers — 🌎 Community Servers

fastn.ai – Unified API MCP Server

A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring.

mcpapiaiauthmonitorworkflow

MCP Servers — 🌎 Community Servers

FDIC BankFind MCP Server - (Unofficial)

The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. 😎📊

mcpapiaiworkflow

MCP Servers — 🌎 Community Servers

A server that answers questions about football matches, and specialised in the football club Feyenoord.

MCP Servers — 🌎 Community Servers

A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration wit

searchaiworkflowintegration

MCP Servers — 🌎 Community Servers

MCP server for Fibaro Home Center 3 smart home systems.

MCP Servers — 🌎 Community Servers

Give your coding agent direct access to Figma file data, helping it one-shot design implementation.

MCP Servers — 🌎 Community Servers

Figma to Flutter

Write down clean and better Flutter code from Figma design tokens and enrich nodes data in Flutter terminology.

MCP Servers — 🌎 Community Servers

Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere.

MCP Servers — 🌎 Community Servers

FileSystem Server

Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files

mcpfileaiagentcode

MCP Servers — 🌎 Community Servers

Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.

MCP Servers — 🌎 Community Servers

Text-to-Speech integration with Fish Audio's API, supporting multiple voices, streaming, and real-time playback

MCP Servers — 🌎 Community Servers

FitBit MCP Server

An MCP server that connects to FitBit API using a token obtained from OAuth flow.

MCP Servers — 🌎 Community Servers

Full Fleet integration for device management, security monitoring, and compliance enforcement. Supports host management, live query execution, policy management, software inventory, vulnerability trac

securitymonitorintegration

MCP Servers — 🌎 Community Servers

A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.

MCP Servers — 🌎 Community Servers

MCP server for Fluent (ServiceNow SDK) providing access to ServiceNow SDK CLI, API specifications, code snippets, and more.

MCP Servers — 🌎 Community Servers

Flyworks Avatar

Fast and free zeroshot lipsync MCP server.

MCP Servers — 🌎 Community Servers

Enable your agent for M&A analysis and investment banking workflows. Access company profiles, financial statements, ratios, and perform sector analysis with the [Financial Modeling Prep APIs]

mcpapifileagentworkflow

MCP Servers — 🌎 Community Servers

FoundationModels

An MCP server that integrates Apple's [FoundationModels](https://developer.apple.com/documentation/foundationmodels) for text generation.

MCP Servers — 🌎 Community Servers

Enable your agent to recommend places around the world with the [Foursquare Places API](https://location.foursquare.com/products/places-api/)

MCP Servers — 🌎 Community Servers

FF3 Format Preserving Encryption with authentication patterns for secure data protection in LLM workflows.

mcpllmauthworkflow

MCP Servers — 🌎 Community Servers

MCP server acting as an interface to the [Frankfurter API](https://frankfurter.dev/) for currency exchange data.

MCP Servers — 🌎 Community Servers

An MCP server that integrates with the Freqtrade cryptocurrency trading bot.

MCP Servers — 🌎 Community Servers

GDAL-style geospatial workflows with built-in reasoning guidance and reference resources to give AI agents catalogue discovery, metadata intelligence, and raster/vector processing.

aiagentvectorlogworkflow

MCP Servers — 🌎 Community Servers

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

MCP Servers — 🌎 Community Servers

Lightweight MCP server that enables Claude to interact with Google's Gemini AI through the official CLI, offering zero API costs and stateless architecture.

MCP Servers — 🌎 Community Servers

WalkScore API integration for walkability, transit, and bike scores.

MCP Servers — 🌎 Community Servers

A Go gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude.

MCP Servers — 🌎 Community Servers

MCP server that interfaces with the [git-mob](https://github.com/Mubashwer/git-mob) CLI app for managing co-authors in git commits during pair/mob programming.

mcpaiauthgithub

MCP Servers — 🌎 Community Servers

GitHub Enterprise MCP

A Model Context Protocol (MCP) server for interacting with GitHub Enterprise.

MCP Servers — 🌎 Community Servers

Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.

MCP Servers — 🌎 Community Servers

GitHub Repos Manager MCP Server

Token-based GitHub automation management. No Docker, Flexible configuration, 80+ tools with direct API integration.

mcpapidockergithubautomationintegration

MCP Servers — 🌎 Community Servers

gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project documentation effortlessly

MCP Servers — 🌎 Community Servers

A server that uses Glean API to search and chat.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support.

mcpaiauthintegration

MCP Servers — 🌎 Community Servers

Remote hostable MCP server that can get and send Gmail messages without local credential or file system setup.

MCP Servers — 🌎 Community Servers

A Gmail service implementation using MCP (Model Context Protocol) that provides functionality for sending, receiving, and managing emails through Gmail's API.

MCP Servers — 🌎 Community Servers

An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF .grc flowcharts.

MCP Servers — 🌎 Community Servers

a Goal Tracker and Visualization Tool for personal and professional development.

MCP Servers — 🌎 Community Servers

Run more than +200 onchain actions on any blockchain including Ethereum, Solana and Base.

MCP Servers — 🌎 Community Servers

An MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management.

MCP Servers — 🌎 Community Servers

Golang Filesystem Server

Secure file operations with configurable access controls built with Go!

MCP Servers — 🌎 Community Servers

A simple MCP server that delivers curated positive and uplifting news stories.

MCP Servers — 🌎 Community Servers

MCP server acting as an interface to the Google Ads, enabling programmatic access to Facebook Ads data and management features.

MCP Servers — 🌎 Community Servers

Google Analytics

Google Analytics MCP Server to bring data across 200+ dimensions & metrics for LLMs to analyse.

MCP Servers — 🌎 Community Servers

Google Analytics 4

MCP server for Google Analytics Data API and Measurement Protocol to read reports and send events.

MCP Servers — 🌎 Community Servers

Google Calendar

Integration with Google Calendar to check schedules, find time, and add/delete events

MCP Servers — 🌎 Community Servers

Google Custom Search

Provides Google Search results via the Google Custom Search API

MCP Servers — 🌎 Community Servers

Access and editing data to your Google Sheets.

MCP Servers — 🌎 Community Servers

Google Tasks API Model Context Protocol Server.

MCP Servers — 🌎 Community Servers

Google Vertex AI Search

Provides Google Vertex AI Search results by grounding a Gemini model with your own private data

MCP Servers — 🌎 Community Servers

Google Workspace

Comprehensive Google Workspace MCP with full support for Calendar, Drive, Gmail, and Docs using Streamable HTTP or SSE transport.

MCP Servers — 🌎 Community Servers

Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

MCP Servers — 🌎 Community Servers

Modern, cross-platform MCP server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently.

MCP Servers — 🌎 Community Servers

Gralio SaaS Database

Find and compare SaaS products, including data from G2 reviews, Trustpilot, Crunchbase, Linkedin, pricing, features and more, using [Gralio MCP](https://gralio.ai/mcp) server

MCP Servers — 🌎 Community Servers

Comprehensive GraphQL API integration that automatically exposes each GraphQL query as a separate tool.

MCP Servers — 🌎 Community Servers

Allow LLMs to explore large GraphQL schemas without bloating the context.

MCP Servers — 🌎 Community Servers

Search Graylog logs by absolute/relative timestamps, filter by streams, and debug production issues directly from Claude Desktop.

MCP Servers — 🌎 Community Servers

MCP server for xAI’s API featuring the latest Grok models, image analysis & generation, and web search.

MCP Servers — 🌎 Community Servers

Expose Great Expectations data validation and quality checks as MCP tools for AI agents.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server for HAProxy implemented in Go, leveraging HAProxy Runtime API.

MCP Servers — 🌎 Community Servers

Hashing MCP Server

MCP Server with cryptographic hashing functions e.g. SHA256, MD5, etc.

MCP Servers — 🌎 Community Servers

Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/).

MCP Servers — 🌎 Community Servers

Helm MCP provides a bridge between AI assistants and the Helm package manager for Kubernetes. It allows AI assistants to interact with Helm through natural language requests, executing commands like i

mcpaikubernetes

MCP Servers — 🌎 Community Servers

Heurist Mesh Agent

Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the [Heurist Mesh network](https://github.com/heurist-network/heu

aiagentsecuritygithub

MCP Servers — 🌎 Community Servers

Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.

MCP Servers — 🌎 Community Servers

Interact with [Holaspirit](https://www.holaspirit.com/).

MCP Servers — 🌎 Community Servers

Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities.

MCP Servers — 🌎 Community Servers

HTML to Markdown

Fetch web pages and convert HTML to clean, formatted Markdown. Handles large pages with automatic file saving to bypass token limits.

MCP Servers — 🌎 Community Servers

MCP server for converting HTML to Markdown with browser support and authentication. Reduces HTML size by 90-95% using trafilatura and BeautifulSoup4, with Playwright integration for JavaScript-rendere

mcpauthintegrationbrowser

MCP Servers — 🌎 Community Servers

HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat.

chatintegration

MCP Servers — 🌎 Community Servers

HuggingFace Spaces

Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration.

MCP Servers — 🌎 Community Servers

Human-In-the-Loop

A powerful MCP Server that enables AI assistants like Claude to interact with humans through intuitive GUI dialogs. This server bridges the gap between automated AI processes and human decision-making

MCP Servers — 🌎 Community Servers

Instant human feedback through an MCP, have your AI interact with humans around the world. Powered by [Rapidata](https://www.rapidata.ai/)

MCP Servers — 🌎 Community Servers

Hyperledger Fabric Agent Suite

Modular toolkit for managing Fabric test networks and chaincode lifecycle via MCP tools.

MCP Servers — 🌎 Community Servers

An MCP server implementation that integrates the Hyperliquid SDK for exchange data.

MCP Servers — 🌎 Community Servers

MCP that let's you create hot - swappable, "persona toolsets" from multiple MCP servers to reduce tool overload and improve tool execution.

MCP Servers — 🌎 Community Servers

iFlytek SparkAgent Platform

This is a simple example of using MCP Server to invoke the task chain of the iFlytek SparkAgent Platform.

MCP Servers — 🌎 Community Servers

iFlytek Workflow

Connect to iFlytek Workflow via the MCP server and run your own Agent.

mcpagentworkflow

MCP Servers — 🌎 Community Servers

Comprehensive IIIF (International Image Interoperability Framework) protocol support for searching, navigating, and manipulating digital collections from museums, libraries, and archives worldwide.

MCP Servers — 🌎 Community Servers

Image Generation

This MCP server provides image generation capabilities using the Replicate Flux model.

MCP Servers — 🌎 Community Servers

ImageSorcery MCP

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

MCP Servers — 🌎 Community Servers

📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants.

MCP Servers — 🌎 Community Servers

A macOS app that provides an MCP server for your iMessage, Reminders, and other Apple services.

MCP Servers — 🌎 Community Servers

colaberry-portal-api Colaberry vetted ✓ Colaberry Inc approved

MCP server for portal REST endpoints: telemetry, system state, state-graph reads.

mcpportalapicolaberry

ali@colaberry.com

portal-api-server Colaberry vetted ✓ Colaberry Inc approved

Exposes the central portal's read-only state and telemetry endpoints as MCP tools. Allows Claude Code to query project state, task explanations, telemetry health, state graphs, database maps, and UI m

mcpportalread-onlytoolingcolaberry

ali@colaberry.com

colaberry-postgres-analytics Colaberry vetted ✓ Colaberry Inc approved

MCP server for Postgres analytical queries: health, metrics, schema inspection.

mcppostgresanalyticscolaberry

ali@colaberry.com

postgres-analytics-server Colaberry vetted ✓ Colaberry Inc approved

Read-only Postgres analytics MCP server over SSH+docker exec. Exposes safe, parameterized SELECT queries on prod database. Eliminates boilerplate for visitor traffic, lead pipeline, campaign health au

mcpanalyticspostgresread-onlyproduction-datacolaberry

ali@colaberry.com