What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
5h0ov
wolfyy970
MCP server for fetching web page content with recursive exploration capability
zerogon1203
Ayesha0300
chenhunghan
MCP sever for fetching latest Keyclaok documentation in LLM friendly format
gelutjari
About
AgentWong
frinus-ai
MCP server that exposes 70 tools spanning cognitive memory, working memory, sessions, agents, the L0–L3 knowledge hierarchy, orchestration tasks, and training pipelines. The server speaks stdio and is consumed by Claude Desktop, Claude Code, OpenCodex, and any MCP-aware client.
MCP-Mirror
Mirror of
DerekZhenhua
Note for Go.
usememra
Memra MCP server — persistent memory for AI agents. EU-hosted, privacy-first, sub-100ms hybrid recall.
Lipdog
Multi-project memory MCP - A Model Context Protocol server for managing project memory and context
MCP-Mirror
Mirror of
Draco-Cheng
AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code that
crman
mounirelbakkali1
an mcp server serving tools to manage AWS account
ocasazza
A custom Vue.js component for visualizing knowledge base graphs generated from MCP memory servers.
Omedia
Guides, examples, and resources for working with Drupal and the MCP server.
Meeting-Baas
An MCP server to deliver context to the MeetingBaaS chat
cltechco-rag
YourLifewithAI
Read-only MCP server for AI agents to explore an 8-domain collaborative engineering knowledge base. Covers the design of Arcology One — a speculative mile-high city for 10 million people. 32 entries spanning structural engineering, energy systems, environmental systems, mechanica
MCP-Mirror
Mirror of
cconstable
mcp server for obsidian notes
AlekOmOm
jonathan-politzki
Premium, consistent memory and long-term storage across AI applications. Remote MCP server.
cedricvidal
Memorious-MCP is a minimal Model Context Protocol (MCP) server that provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.
RainbollD
yusufkaraaslan
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, and exporting to vector databases. Supports 16+ LLM platforms.
helinakdogan
Self-learning memory for AI tools. Remembers user preferences and context across Claude, Cursor, and Codex — with multi-parameter forgetting and cross-tool identity.
jupediaz
Personal YouTube AI knowledge base powered by RAG. Query your subscribed channels.
H1manshu01
sanderkooger
An MCP server that provides tools for retrieving and processing documentation through vector search, both locally or hosted. Enabling AI assistants to augment their responses with relevant documentation context.
grainne-b
ZebraRoy
A mcp server that read a git repository docs
meetdhanani17
Global MCP server that manage all the project data,
ravikalla
High-performance XML file comparison with semantic analysis capabilities. Features StAX streaming parser for memory-efficient processing of large XML files (60MB+ tested), order-agnostic semantic comparison, and multiple output formats (text, JSON, Excel). Includes 5 MCP tools fo
evanmschultz
A memory MCP for IDE AI agent context support based on the mcp_server example by Zep AI
lefrog-dont-code
orbrx
MCP server for GitBook
MCP-Mirror
Mirror of
Prismer-AI
Give AI agents persistent memory, real-time messaging, and knowledge evolution. 23 tools for context loading, agent messaging, memory, evolution, tasks, and skills. Self-hostable with docker compose.
Octid-io
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode by table lookup. 342 opcodes, 26 namespaces, three conformant SDKs. Confirmed over LoRa mesh radio. Apache 2.0 with express patent grant.
UsamaK98
A lightweight python notebook mcp server that allows AI agents and other MCP clients to interact with python notebook files seamlessly.
enjoyzl
Kishan-N
MCP Server to generate Leetcode Notes
AgentWong
This is a personal project to see if Claude 3.5 Sonnet can write a moderately complex MCP Server in Python.
landicefu
lumerix7
A simple MCP server of knowledge base for RAGFlow.
myungbeans
MCP Server for local notes while playing through Blue Prince
ModelBrain
Local memory for AI assistants with remember, recall, forget and expand operations backed by the installed desktop application.
Xsaven
Vector Memory MCP Server
tstockham96
Universal memory layer for AI agents. Semantic recall, automatic consolidation, and bi-temporal knowledge — in SQLite. 80% on LOCOMO benchmark using 96% fewer tokens.
LostInBrittany
This MCP demo Server based on FastMCP, exposes Clever Cloud's Documentation
tkc
Notion MCP Server
laptou
albertshao
nikitacometa
Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking. Zero-cloud, single-file database. 7 MCP tools.
rashee1997
Your AI Agent's Persistent Brain - A Comprehensive Memory & Task Management System
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.