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MCP Servers

Discovered MCP servers with capability surface + health.

31

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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

Filtering by tag: llm ✕

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

📋 MCP Servers inventory

31 entries

Web content fetching and conversion for efficient LLM usage.

MCP Servers — 🌟 Reference Servers

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

MCP Servers — 🎖️ Official Integrations

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

MCP Servers — 🎖️ Official Integrations

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

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

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

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

Perform operations on your AWS resources using an LLM.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

mcpllmauthworkflow

MCP Servers — 🌎 Community Servers

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

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

Google Analytics

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

MCP Servers — 🌎 Community Servers

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

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