Awesome Mcp Servers

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.

MCP server for searching and querying PubMed medical papers/research database

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.

A Model Context Protocol server for calculating.

A comprehensive async Python library for TickTick with MCP support.

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free

MCP Server for Alpha Advantage API

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)

MCP server for Google Keep

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.

MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.

eBPF agent and MCP server for GPU causal observability

An MCP Server for pyATS (experimental)

MCP Server for Hackernews

A Model Context Protocol Server for Home Assistant

🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

Fast, opinionated AWS security scanner. Curated checks. Zero noise. Copy-paste fixes.

MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules

The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.

No description.

MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration

IP Geolocation Server for MCP using ipinfo.io

MCP server for spatial transcriptomics analysis through natural language interfaces.

MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud.

No description.

MCP server for interacting with EntraID through Microsoft Graph API.

MCP server that gives Claude ability to use OpenAI's GPTs assistants

MCP server for Kaggle

Credit scores for AI agents — signed, offline-verifiable receipts for every action. Reference implementation of the OWASP Agentic Skills Top 10 (AST09) bilateral receipt pattern. Open source, MIT.

MCP server for eSignatures (https://esignatures.com)

Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries

No description.

Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments

MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.

MCP server for analyzing WallStreetBets

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr