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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
1001

Cover Letter Generation MCP

jianxun-p

MCP server for cover letter generation

34
1002

Uniprot Link

berntpopp

MCP server for UniProt: protein function, sequence, features and cross-references over the UniProt SPARQL endpoint — intent-named tools plus a guarded raw-SPARQL escape hatch.

updated 16 days ago
34
1003

Roshan Alefba MCP

dwin-gharibi

Model Context Protocol server for Roshan AI Alefba OCR with multilingual document understanding, exports, async processing, and support for multiple self-hosted instances.

34
1004

AI Eyes MCP

mcp-tool-shop-org

Grounded visual evaluator MCP server — honest image judgment via SigLIP2 on a pinned model revision. Measures one image-text pair, names the weights that produced the score, and a…

updated 2 months ago
34
1005

Alistair MCP

owenloh

My personal Jarvis in one MCP: shared tools, memory, and personality across Claude, Gemini, ChatGPT, or voice. Swap the LLM provider/framework, keep the same Alistair.

34
1006

Prog Strength MCP

Prog-Strength

Lets AI agents reason over your real lifting data instead of guessing. The MCP server for Prog Strength, an open-source AI-native weight training tracker.

updated 2 months ago
34
1007

Spliceailookup Link

berntpopp

MCP server for SpliceAI Lookup (Broad Institute): SpliceAI, Pangolin and SpliceAI-10k splice-impact predictions for variants, plus an Ensembl VEP-backed variant resolver.

updated a month ago
34
1008

Neuronest MCP

pronzzz

Local-first MCP server that turns your Markdown vault (Obsidian, Logseq, or plain folders) into a private, searchable "second brain" for AI agents like Claude and Cursor — with se…

34
1009

Tubemail

disciplin-run-org

Claude Code workers on a wire — MCP-native control bus, programmable from another agent

34
1010

Raspi MCP

RolfMasfelder

MCP server for Raspberry Pi GPIO/LED control and DS18B20 temperature sensors

34
1011

Pg Gateway

nek1987

Read-only MCP server for PostgreSQL. Enables AI agents (Claude Code, Cursor, VS Code) to query databases safely.

updated 8 months ago
34
1012

N8n Unified MCP Server

anshwysmcbel2710

Production-grade Unified MCP Server architected to bridge enterprise n8n automation with agentic LLM ecosystems. Engineered for high-scale reliability with structured logging, mul…

34
1013

Clingen Link

berntpopp

MCP server for ClinGen (Clinical Genome Resource): gene–disease validity, dosage sensitivity, clinical actionability, and expert-panel variant pathogenicity (ERepo) — as typed too…

updated a month ago
34
1014

Gencc Link

berntpopp

MCP server for GenCC (Gene Curation Coalition): harmonized gene–disease validity classifications across member submitters, with consensus and conflict detection per gene–disease p…

updated a month ago
34
1015

Butterchurn MCP

sandraschi

MilkDrop-style audio-reactive WebGL visualizer via butterchurn — ~2,000 presets, modern GLSL shaders, BPM sync for mixx-dj-mcp. FastMCP 3.4 + zero-install webapp for Claude Deskto…

34
1016

Termux Agent Bridge

Enigman-Termux-lab

Universal MCP Gateway & Bridge for Android Termux (OpenAI Codex, Claude Code, Google Antigravity, Gemini Spark)

updated a month ago
34
1017

Patent Checker

xhighhongo41

Prior-art exploration for your own software project: MCP server + Agent Skill that find related patents and report observations, never a verdict

updated 23 days ago
34
1018

Aio Tests MCP

AmirhosseinHanifehzadeh

Open-source MCP server for AIO Tests — test management in Jira. Search, read, create and update test cases from Claude, Cursor, VS Code or any MCP client. Works with Jira Cloud AN…

34
1019

Ecommerce Insight MCP

odrdgi-create

An MCP server for Claude Desktop that scrapes e-commerce product pages and category links to generate structured presentation payloads, product comparisons, and market insights.

34
1020

Instar Mqtt MCP

mpolinowski

Async MQTT runtime for INSTAR IP cameras with MCP integration.

34
1021

Unofficial Farma

davidsantana06

Ecossistema para gestão de medicamentos, laboratórios e avaliações de clientes, consultável por IA em uma interface de chat.

34
1022

Webintel MCP

1036007003-wq

Web Intelligence MCP Server - 8 tools for web scraping, search, SEO metadata, link/contact extraction, and page monitoring. Built with FastMCP. Free + Pro tiers.

updated 2 months ago
34
1023

Forge Word Docx MCP

IIIIQAQIIII

FORGE — Content-preserving Word/DOCX MCP engine for AI agents. Generate, inspect, reformat, assemble and safely edit DOCX with reusable format profiles.

updated a month ago
34
1024

Github Trends MCP

remigiuszdabrowski104-png

MCP server serving real GitHub trending data to AI agents (Claude, Cursor) — no hallucinations.

34
1025

Neon Guard MCP

hayian78

Local-first MCP security proxy for Neon Postgres: gives AI agents scoped branch/test access while air-gapping your master key and production data.

updated 4 months ago
34
1026

Visora

AmaLS367

High-level Model Context Protocol (MCP) server for Unity Editor with visual diagnostics, scene workflows, and animation inspection.

updated a month ago
34
1027

Productivity Accelerators AWS

asultani91

Build AI-powered productivity tools using Model Context Protocol (MCP), Amazon Bedrock AgentCore Runtime, and Strands Agents - includes Calculator, Calendar, Weather servers, cust…

34
1028

Resilient Research

stroccoli

Autonomous multi-provider web research pipeline exposed as an MCP server — LangGraph + FastMCP + LiteLLM, deployed on Azure Container Apps

34
1029

Latamfx MCP

floreskemec

MCP server exposing public LatAm FX data and an auditable reconciliation engine to AI agents (Python, FastMCP, hexagonal).

updated 4 months ago
34
1030

Best Practices

peopleforrester

Security-first MCP portfolio tracking spec revision 2026-07-28: a policy-enforcing gateway, an Ed25519-signed registry, STRIDE threat models mapped to the OWASP MCP Top 10, and a…

34
1031

Soma MCP

odbgrowth

A private, self-hosted reference implementation of the official Model Context Protocol (MCP).

34
1032

Claude Hackathon MCP

iDeepBrain

Alma's FastMCP memory server — 4-layer memory, semantic search (pgvector) & deterministic crisis detection.

34
1033

Aigently Catalog

aelbuni

Securely feeds summarized expert security rules into your coding assistance Claude Code, Cursor, etc — zero config, no API key.

34
1034

Git Ops

techdeveloper-org

MCP server for Claude Code: Structured Git operations via GitPython.

34
1035

Agent Bulletin

Brandmachine-GmbH

Tiny Redis-backed bulletin board for AI agents: post to a project, check what's new. A small MCP server (+ optional web UI).

34
1036

Apifox Import MCP

hexonal

MCP server for validating and importing OpenAPI documents into Apifox.

34
1037

AI Agent Systems Course

MSKazemi

Hands-on, self-paced course for building AI agent systems in Python: MCP (Model Context Protocol), A2A (Agent-to-Agent), LangGraph/LangChain, DeepAgent, and a ReAct code-executor…

34
1038

Dynamic Tool Loader

ChandraMohanBusam

LangGraph agent demonstrating static vs dynamic MCP tool loading using FAISS vector search. 93% token reduction. Three real MCP servers (Jira, GitHub, Notify) with stdio and HTTP/…

34
1039

Dev Guide

MykhailoMatsyshyn

Hands-on Model Context Protocol (MCP) servers built while completing the "Complete MCP Developer Guide" course — from a local stdio server to OAuth-secured, RAG, and a live deploy…

34
1040

Anthropic News MCP

KeigoShimadaCC

FastMCP server aggregating Anthropic news, Claude releases, docs, GitHub activity, and community signals into citation-ready MCP research tools.

updated 5 months ago
34
1041

Ascii Comic MCP

francistse

ASCII Comic MCP Server is a Model Context Protocol (MCP) server built with FastMCP that generates comic-style ASCII art. It provides tools for creating speech bubbles, bold banner…

34
1042

Redshift MCP

DiligentBorer

通用 Amazon Redshift MCP Server(Streamable HTTP)+ 插件框架:内置只读查询三件套(list_tables/describe_table/run_sql),支持 entry_points 插件与声明式 SQL 工具扩展

updated 3 months ago
34
1043

Masstimes MCP

NextLevelManagementAdvisors

MCP server for the MassTimes.org Catholic worship-times API (Mass Times Trust). Find Mass, Confession, and Adoration times worldwide.

34
1044

Insight MCP

Airohh

Self-contained MCP server for hybrid document search (BM25 + dense RRF) — retrieval-only, works out of the box, Prometheus metrics, Docker, CI/CD

34
1045

Kingdee MCP Proxy

zhigang327

Production-grade MCP proxy for Kingdee Cloud Galaxy (金蝶云星空) ERP — read-only mode, write confirmation gates, full audit logging.

34
1046

Contextcortex

spelech

High-performance Model Context Protocol (MCP) server providing syntax-aware Code RAG, hybrid retrieval (Dense + BM25), Tree-sitter AST chunking, and multi-repo Git indexing.

updated 22 days ago
34
1047

Economic MCP Byinboundcph

inbound-cph

e-conomic MCP server v2: Visma e-conomic as MCP tools with Google/Microsoft login, allowlist, read-only mode, audit log, Danish setup guide and skills for Claude Code/Codex

34
1048

Squillaflow MCP

nhtqgm

Codex-to-OpenSquilla MCP bridge with durable literature retrieval dispatch, WebSocket RPC, and external MCP discovery.

34
1049

Quickstart Vietnamese

tuanone123

Huong dan dung MCP server tu so 0 bang tieng Viet - co code Python & TypeScript chay that. A Vietnamese-first MCP server tutorial.

34
1050

Apollo AntiPoison AntiHallucination Research MCP

Parth-Dhola

A zero-cost FastMCP research server for AI agents featuring Dual-Pillar defense: 4-pass anti-poisoning / prompt-injection sanitization & anti-hallucination context budgeting over…

34
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