Discover Awesome MCP Servers

fabric-model-reader-mcp

MCP server for reading and analyzing Fabric semantic models. Supports getting model definitions and executing DAX queries against Power BI datasets.

Obsidian MCP Second Brain Server

Enables read-only access to Obsidian vaults with semantic search, tag filtering, and metadata queries. Provides secure, intelligent note retrieval and summarization for LLMs without modifying your vault.

Conductor Graph MCP Server

Exposes a CognOS agent system as a machine-readable JSON graph, enabling Claude to get a full system snapshot and inspect node status, edges, and blocked nodes.

Waygate MCP

A security-hardened, containerized MCP server framework that provides superior isolation and enterprise-grade security through Docker containers. Enables secure MCP command execution with comprehensive diagnostics, plugin architecture, and production-ready features like SSL/TLS and rate limiting.

FlightFinder

A Python client for searching flights and hotels without API keys, providing an MCP server for AI agents to search flights, hotels, and plan trips.

mcp-arango-mind

Turns ArangoDB into a schema-driven MCP server for agents, enabling search-describe-exec workflows for database, graph, and knowledge operations without oversizing the tool list.

MCP RAG Server

Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.

local_lense

A local RAG-powered documentation search system that uses vector embeddings and Qdrant to enable semantic search across markdown, HTML, and other file formats. It provides an MCP interface for AI tools like Cursor to intelligently query and retrieve information from local knowledge bases.

vuln-nist-mcp-server

A Model Context Protocol (MCP) server for querying the NIST National Vulnerability Database (NVD) API, enabling search and retrieval of CVE details, temporal context, and KEV catalog entries.

Hume MCP Server

Enables AI assistants to generate expressive speech using Hume AI's Octave Text-to-Speech, allowing for natural language-based audio synthesis and voice management.

@metarebalance/dadata-mcp

MCP server that provides 31 tools for the DaData API, enabling address autocomplete, company lookup, bank details, phone/email/passport validation, car recognition, geocoding, and reference directory queries.

Qdrant Retrieve MCP Server

Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.

learnlog-mcp

An MCP server that locally saves and categorizes user prompts from LLM sessions to facilitate metacognition and track learning progress. It provides tools to review study history, analyze question types, and calculate learning depth scores based on the nature of inquiries.

Comptox MCP Server

Exposes EPA Computational Toxicology (CompTox) evidence federation through MCP, enabling chemical identity, hazard, exposure, and bioactivity data retrieval for AI agents.

literateMCP

Server for managing academic literature with structured note-taking and organization, designed for seamless interaction with Claude. Built with SQLite for simplicity and portability.

myco-brain

Myco Brain gives AI agents persistent, source-traceable memory and a knowledge graph on your own Postgres. Capture decisions, repos, and docs, then recall them across sessions with every answer traceable to its source via brain_why. Self-hosted and keyless on local Ollama; facts earn confidence from corroboration and supersede on contradiction, so agents reason from truth, not noise.

PostgreSQL MCP Server

Provides read-only access to PostgreSQL databases, enabling users to list tables, view table structures and statistics, and execute SELECT queries safely through natural language.

MCP Conductor

Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage by 99.7% by processing tool calls and returning only compact results.

Inkstone

Automatically extracts and indexes knowledge from AI sessions and files using local LLMs, enabling semantic search and memory management.

mcp-atlassian

An MCP server for integrating with Atlassian products including Confluence, Jira, Bitbucket, and Xray for Jira, enabling AI-powered operations like searching, creating, and updating issues, pages, and test results.

Claude Orchestrator MCP

An MCP server for coordinating multiple Claude Code sessions across related projects.

SIGNALS Market Readiness MCP Server

Exposes energy market signals and readiness indices by integrating data from sources like Yahoo Finance, ENTSOG, and AGSI+. It enables users to query gas flows, storage levels, power prices, and weather data via natural language.

Mixpanel MCP

A server that interfaces with the Mixpanel API, allowing users to query events data, retention, and funnels through natural language from any MCP client like Cursor or Claude Desktop.

Prisma MCP Zed Extension

Zed extension cho máy chủ Prisma MCP

kChat MCP Server

Enables interaction with the kChat platform to manage channels, post messages, and handle message threads. It also allows users to retrieve channel histories, manage emoji reactions, and access workspace user profile information.

oura-mcp-server

Enables AI assistants to access and analyze Oura Ring health data, including sleep, readiness, and activity metrics, with support for visualization and correlation analysis.

PocketBase MCP Server

A comprehensive Model Context Protocol server for PocketBase that provides both user and administrative functionality, enabling authentication, collection/record management, file operations, and system administration through a standardized interface.

Microsoft Exchange MCP Server by CData

Microsoft Exchange MCP Server by CData

Mia-Platform Console MCP Server

Máy chủ MCP của Bảng điều khiển Mia-Platform