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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

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

📋 MCP Servers inventory

52 entries

MCP Brave Search Server

Web and local search capabilities via Brave Search API and MCP

searchmcpwebbrave

Tools to read, search, and manipulate Git repositories.

MCP Servers — 🌟 Reference Servers

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 Has been replaced by the [official server](https://github.com/brave/brave-search-mcp-server).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

File access and search capabilities for Google Drive.

MCP Servers — Archived

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

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

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

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

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

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

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

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

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

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

MCP Servers — 🌎 Community Servers

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

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

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

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

databasesearchvector

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

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

MCP Servers — 🌎 Community Servers

GraphRAG memory server with customizable ingestion, data processing and search

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

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

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

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

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

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

MCP Servers — 🌎 Community Servers

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

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

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

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 search Discourse posts on a Discourse forum.

MCP Servers — 🌎 Community Servers

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

MCP Servers — 🌎 Community Servers

MCP server implementation that provides Elasticsearch interaction.

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

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

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

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

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

A server that uses Glean API to search and chat.

MCP Servers — 🌎 Community Servers

Google Custom Search

Provides Google Search results via the Google Custom Search API

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

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

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

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