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MCP servers tagged fastmcp

1.4K live MCP servers tagged "fastmcp", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with fastmcp.

1.4K
live servers
36
avg trust
2.2K
most stars
1

Agent Mail

jleechanorg

Like gmail for your coding agents. Lets various different agents communicate and coordinate with each other.

★ 1updated 7 months agoMIT
89
2

Pasal

ilhamfp

Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + REST API + web app giving AI grounded access Indonesian laws.

★ 280updated 7 months agoAGPL-3.0
85
3

MCP-PostgreSQL-Ops

call518

🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions…

★ 161updated 3 hours agoMIT
85
4

Maverick MCP

wshobson

Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools.

★ 707updated yesterdayMIT
82
5

Groksearch

GuDaStudio

Integrate Grok's powerful real-time search capabilities into Claude via the MCP protocol!

★ 1.9Kupdated 7 months agoMIT
80
6

sitbon/magg

sitbon

Magg: The MCP Aggregator

★ 144updated 21 days agoAGPL-3.0
75
7

predictive-maintenance-mcp

LGDiMaggio

An open-source MCP server that turns LLMs into condition monitoring assistants for reliability engineers. It gives your AI assistant evidence-based vibration diagnostics: machine…

★ 102updated 2 days agoNOASSERTION
75
8

MCP-OpenStack-Ops

call518

90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Availabl…

★ 45updated 7 days agoMIT
72
9

RivalSearchMCP

damionrashford

Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document ana…

★ 132updated 2 days agoMIT
71
10

Skill To MCP

biocontext-ai

Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioContextAI

★ 29updated 7 months agoApache-2.0
70
11

Ra MCP

AI-Riksarkivet

MCPs for Riksarkivet open APIs. This covers both agents and mcps

★ 27updated 3 days agoApache-2.0
70
12

Midos

MidOSresearch

Curated Knowledge API for AI Agents — 48 MCP tools, 104 skill packs, semantic search, 5-layer validation pipeline. Works with Claude Code, Cursor, Cline, Windsurf.

updated 7 months agoMIT
70
13

king-of-the-grackles/reddit-research-mcp

dialog-tools

Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with sem…

★ 256updated a month agoMIT
69
14

Lc2mcp

xiaotonng

Convert LangChain tools to FastMCP tools

★ 60updated 8 months agoMIT
69
15

Workspace Qdrant MCP

ChrisGVE

Project-aware collection management based on Qdrant, including a Rust MCP, daemon and CLI: hybrid semantic, pattern and full-text (FTS5) search into single or cross-concerns colle…

★ 4updated 21 days agoApache-2.0
67
16

Artefact MCP Server

alexboissAV

Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration.

updated 8 months agoNOASSERTION
67
17

Musescore

ghchen99

A Model Context Protocol (MCP) server that provides programmatic control over MuseScore!

★ 119updated 5 days agoMIT
66
18

Binance

AnalyticAce

Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.

★ 50updated a month agoMIT
66
19

Modelscope MCP Server

modelscope

[Deprecated] ModelScope's official MCP Server

★ 26updated 10 months agoApache-2.0
66
20

Zulipchat MCP

akougkas

ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip Chat. Built with FastMCP for lightning-fast performance, featuring comprehensive chat mana…

★ 32updated 9 days agoMIT
65
21

Superbox.ai

areebahmeddd

📦 Discover, deploy and test MCPs in isolated sandboxes (for test: https://superbox-demo.netlify.app)

★ 9updated 3 months agoMIT
65
22

Agent Mail

Dicklesworthstone

Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite

★ 2.2Kupdated 9 hours ago
64
23

Brasil

Mcp-Brasil

MCP Server para 70 APIs públicas brasileiras

★ 1.8Kupdated 29 days agoMIT
64
24

Drissionpage MCP Server

jumodada

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

★ 488updated a month ago
64
25

Mcphammer

praetorian-inc

MCP security testing framework for evaluating Model Context Protocol server vulnerabilities

★ 36updated 8 months agoApache-2.0
64
26

Automagik Tools

namastexlabs

From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human

★ 15updated 10 months agoApache-2.0
64
27

Temple Bridge

templetwo

The Sovereign Stack: MCP server binding local AI capabilities with governance protocols. 100% local operation with memory, conscience, and recursive observation.

★ 14updated 5 months agoMIT
64
28

Lucius MCP

ivanostanin

A feature-rich Model Context Protocol (MCP) server and CLI for Allure TestOps TMS.

★ 7updated 5 days agoApache-2.0
64
29

clouatre-labs/math-mcp-learning-server

clouatre-labs

Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace

★ 5updated 6 days agoMIT
64
30

Crawl4ai MCP Py

gkzhb

A collection of MCP Servers

★ 2updated 6 months agoMIT
64
31

MCP Superset

Extend Apache Superset with Model Context Protocol to integrate and manage machine learning models efficiently within data dashboards.

★ 1
64
32

Semantic Scholar Fastmcp MCP Server

zongmin-yu

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

★ 165updated 7 months agoMIT
63
33

Daisyui MCP

birdseyevue

🌼 A token-friendly local MCP server for DaisyUI component documentation using their public llms.txt.

★ 78updated 3 months agoMIT
63
34

hyperb1iss/lucidity-mcp

hyperb1iss

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured pro…

★ 90updated a year agoApache-2.0
62
35

Weibo

qinyuanpei

基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、话题分析,为 AI 应用提供完整的微博数据接入方案。

★ 63updated a month agoMIT
62
36

Cifero74/mcp-apple-music

Cifero74

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

★ 44updated 9 days agoMIT
62
37

Python Template

sontallive

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and…

★ 18updated a year agoMIT
62
38

Fastchat MCP

rb58853

fastchat-mcp is a very simple way to interact with MCP servers using custom chats through natural language.

★ 3updated 6 months agoMIT
62
39

hileamlakB/PRIMS

hileamlakB

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.

★ 30updated a year agoMIT
61
40

Ultrathink

husniadil

MCP server for sequential thinking and complex problem-solving. Built iteratively using itself. Features confidence scoring, assumption tracking, and multi-session support.

★ 20updated 6 months agoMIT
61
41

Mcpskills CLI

dhanababum

Generate Agent Skills from MCP server tools. Connects via Streamable HTTP, discovers tools, and outputs a skill with schema docs and a call script in the language of your choice.

★ 16updated 8 months agoMIT
61
42

Uspto Enriched Citation MCP

john-walkoe

High-performance MCP server for USPTO Enriched Citation API v3 with AI-powered data extraction, token-saving context reduction, progressive disclosure workflows, and seamless cros…

★ 7updated 2 days agoMIT
61
43

Napari MCP

royerlab

🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, and other LLMs to napari for interactive image analysis. Perfect for automating microscopy workflows a…

★ 46updated 6 months agoBSD-3-Clause
59
44

Pyrasp

rbidou

PyRASP is a Runtime Application Self Protection package for Python-based Web Servers (Flask, FastAPI and Django), Serverless Functions (AWS Lambda, Azure and Google Cloud Function…

★ 39updated 15 days agoNOASSERTION
59
45

Feuse MCP

Panzer-Jack

Frontend Useful MCP Tools - Essential utilities for web developers to automate API integration and code generation

★ 38updated a year agoMPL-2.0
59
46

Langextract MCP

larsenweigle

FastMCP for Google's langextract library

★ 34updated a year agoMIT
59
47

Context Lens

cornelcroi

Semantic search knowledge base for MCP-enabled AI assistants. Index local files or GitHub repos, query with natural language. Built on LanceDB vector storage. Works with Claude De…

★ 24updated 11 months agoMIT
59
48

Template

pietroperona

Cookiecutter template for MCP servers with one-click Render.com deployment - Generate production-ready API integration servers in minutes

★ 16updated a year agoMIT
59
49

Courtlistener MCP

blakeox

An MCP server that bridges Anthropic’s Claude (and other LLMs) with the CourtListener API for live legal data—opinions, dockets, court records, and more. Designed to power legal r…

★ 15updated 5 days agoMIT
59
50

French Tax MCP

cornelcroi

MCP server for French tax calculations and information - enables AI assistants to provide accurate French tax guidance

★ 14updated a year agoNOASSERTION
59
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