1,603 published MCP servers in this category · page 11 of 27 · all categories
Providing tools to AI to explore github codebase like agent
📖 Documentation → Setup guides, environment variables, and the full tool reference live on the hosted docs site.
Hosted at [gmx.mcp.junct.dev/mcp](https://gmx.mcp.junct.dev/mcp). Free to use. No auth. No API key required.
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.
AI-powered MCP server that intelligently fetches Go package documentation using GoDoc and OpenRouter
Persistent memory for AI agents. Search, store, and recall across sessions.
Persistent knowledge graph for AI agents. Remember, recall, and forget facts.
Durable user/project memory for MCP clients: recall context and remember selected facts.
Search Google's Knowledge Graph for structured information about real-world entities
Google Sheets API -- simple interface to read/write data and manage sheets
A public Model Context Protocol (MCP) server that lets AI assistants access your Google Calendar and Sheets.
Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.
Non-Invasive goroutine inspector
Documentation and quality tools for Gorev project
Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting
Render music notation (SVG/MusicXML/MIDI), analyze, search music theory. Free, no auth, no GUI.
Every AI system today has the same flaw: **it guesses instead of remembers.**
Graphiti is a framework for building and querying temporally-aware knowledge graphs, specifically tailored for AI agents operating in dynamic
Local-first temporal knowledge graph with six read-only MCP tools and human-reviewed writes.
🌟 A powerful knowledge graph server for AI agents, built with Neo4j and integrated with Model Context Protocol (MCP).
A local-only CLI that mines your git log for which files actually change together, then hands an AI coding agent a queryable answer instead of a grep across the whole history.
GraphMem is a Ruby on Rails application implementing a Model Context Protocol (MCP) server for graph-based memory management. It enables AI
Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
🌐 Browser App · 📦 MCP Server · 🐛 Report Bug · ✨ Request Feature · 🔒 Privacy
Manage TTRPG campaigns: NPCs, locations, factions, quests, sessions, lore, and knowledge graphs.
Un serveur MCP (Model Context Protocol) pour interagir avec l'API Grist. Ce serveur permet d'accéder et de manipuler les données Grist directement
Read-only search of community Grok Bot templates and guides. Unofficial; not affiliated with xAI.
Your agent now has structured, searchable memory that persists across every session - long-term facts, a user profile, agent instructions, an entity
Company wiki for AI: answers with citations, decisions, records and the team's board.
Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.
Public read-only discovery tools for GST Cranes marketplace, wanted ads, and Crane Wiki.
Guru knowledge base search and collections.
Guru MCP Server - Connect AI tools to your Guru knowledge base
Gwirian empowers development teams to manage their BDD features with ease. Create and organize features, define scenarios, track executions, and
Official Model Context Protocol server for Gyazo
A Model Context Protocol server for accessing Hacker News data
All endpoints are available by default at `http://localhost:8000` (or your configured host/port).
A Model Context Protocol (MCP) server that interfaces with the HackMD API, allowing LLM clients to access and interact with HackMD notes, teams, user profiles, and history data.
A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.
Search and query HackTricks pentesting documentation with quick lookup and section extraction
Offline full-text search over the HackTricks security wiki, synced every 3 days.
Agentic Retrieval Augmented Generation (RAG) with LanceDB
Long-term memory for AI agents: bitemporal fact ledger, contradiction detection, explainability.
Semantic search over Handsontable and HyperFormula docs, API reference, release notes, and issues.
Python orchestration tools for Hanzo AI. The `hanzo` command itself is now a native binary — https://hanzo.sh
Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter
This Model Context Protocol (MCP) server provides an advanced interface for AI agents (like those in Cursor or Claude Desktop) to interact with a
Create a minimal agent wrapper with streaming chat support and a simple HTTP POST API:
An MCP server that builds knowledge graphs through use. Concepts connect when they activate together. Unused connections decay. The more you use it
Persistent memory shared across Claude, ChatGPT, Grok and other MCP clients.
Helios-9 MCP (Model Context Protocol) Server
MCP (Model Context Protocol) server starter template
Manage HelpCrunch chats, customers, agents and knowledge-base articles.
Hemp from Gotland: product catalog, knowledge base and open lab data per batch.
UK air quality MCP: live readings, historical trends, LAQM stats, WHO checks, knowledge base.
Persistent memory for AI agents: local-first MCP server, zero-config. No cloud, no API keys.
HexDocs MCP is a project that provides semantic search capabilities for Hex package documentation, designed specifically for AI applications. It consists of two main components:
MCP server for searching Hex package documentation
A TypeScript server implementing the Model Context Protocol (MCP) that provides semantic search capabilities for Hex package documentation. It's designed to work seamlessly with embeddings generated…