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Rankings

Top 100 MCP Servers

The most-starred MCP servers on GitHub, ranked and updated as stars change.

1

Medplum

medplum

Medplum is a healthcare platform that helps you quickly develop high-quality compliant applications.

2.5K
2

PLUR

plur-ai

AI agents start every session with amnesia β€” you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them a memory that persists. Your agent's corrections, preference

226
3

Subtext

Subtext by Fullstory

Session replay, built for agents. Subtext is agentic session review: it captures production sessions of your app and connects them to your coding agent β€” Claude Code, Cursor, Codex, Devin, your own harness β€” so it can

9
4

Capital.com MCP

capital-com-sv

CFDs are complex instruments and come with a high risk of losing money rapidly due to leverage. 81.31% of retail investor accounts lose money when trading CFDs with this provider. You should consider whether you understa

4
5

Vibgrate MCP

Vibgrate

Query your team's drift, vulnerability, and migration data from any AI assistant. Vibgrate MCP connects Cursor, Claude, ChatGPT, Windsurf, or VS Code to Vibgrate Cloud: 51 tools for DriftScores, CVEs and EOL runtimes, up

3
6

ctxfile

ctxfile

Local-first MCP server that snapshots your project's working state into one context object. Open-core, privacy-first.

2
7

patent-literature-search-mcp

patsnap

A professional tool for searching Patsnap’s global patent and literature databases using natural language, semantic, or keyword queries. It supports precise filtering and retrieves bibliographic data in Markdown format.

1
8

Moxie Docs

Jackalope-Dev

Automated codebase documentation for GitHub: searchable docs, MCP context for AI agents, doc drift detection, and Friday Cleanup PRs.

1
9

Sugra API MCP

Sugra Systems, Inc.

Official MCP server for the Sugra API, giving AI agents source-attributed access to 1,500+ endpoints across 36 data domains from 160+ primary sources. Covers markets, economics, company fundamentals, government, news, cl

1
10

Groundwork

Rarefied-Earth

Groundwork: company memory for your AI tools. Docs public. Source closed. Public proof needs no account.

1
11
Vβ€”

Velarion β€” Executive Compensation Intelligence

Velarion

Velarion exposes deterministic executive-compensation and governance intelligence for ~3,000 US public companies as callable MCP tools β€” sourced from SEC proxy filings, not LLM guesses. Nine tools: look up CEO/NEO pay an

0
12

Linkly Link Shortener

Linkly

Linkly is an URL shortener with geo redirects, click & conversion tracking, link rotators, mobile deep links and an URL shortening API.

0
13

Lumify Sports Intelligence

Lumify

Agent-ready sports intelligence API: live scores, odds, line movement, public betting splits, and explainable bet confidence β€” via 16 MCP tools at https://lumify.ai/mcp. Get a free key instantly β€” no signup, email, or ca

0
14

Fdback.io

Fdback

Fdback.io is a user feedback platform (feedback board, roadmap, changelog) with a built-in remote MCP server - no local install, connect any MCP client with a URL and API key. Your AI agents can: - List, search, and rea

0
15

nuzur

nuzur is a model-first database platform for MySQL and PostgreSQL. The MCP server lets any AI assistant or agent (Claude, Cursor, Gemini, or anything else that speaks MCP) design your schema, query your data, generate mi

0
16

DeepMark

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student β€” in a fraction of the time. What once took a week, now takes one free period.

0
17

MailStream

Sponge Labs

The first MCP server for physical mail. Give any MCP-compatible AI agent the ability to send real postcards and letters, verify addresses, manage mailing lists and artwork, and track direct mail campaigns. Remote Streama

0
18

Competitor Tracker & Co.

Competitor Tracker & Co.

Competitor Tracker & Co. watches your competitors' websites and tells you what changed. Every week it crawls their pricing, product, messaging and corporate pages, detects the changes that matter, and files a tagged, ran

0
19

Kilo IoT Platform

Kilo IoT

Your AI can finally reach the physical world. Kilo is an AI-first IoT platform for commercial and industrial operations, and this connector hands a live deployment to the AI client you already use. Not an export. Not a

0
20

Octolens

Octolens

Give your AI agents every brand mention across the internet β€” 15+ platforms, AI-filtered, one structured feed.

0
21

FT Optix MCP

asqi-carter

MCP for connecting FT Optix Studio to LLMs

0
22

TaskerArmy Agent

TaskerArmy

Ask Claude or ChatGPT what Shopify theme optimization tasks are pending on your store, a remote MCP server for TaskerArmy Agent accounts.

0
23

LeadMarina

LeadMarina

Verified local-business leads: search any niche in any city, query your lead library, and export to Close, GoHighLevel, Google Sheets, or emailed files β€” every email SMTP-checked, every phone verified with line type and

0
24

Savi Tools

Savi Gurus AI Innovation Labs

Ask your AI assistant about your Savi Tools business: invoices, expenses, mileage, contacts, projects, taxes, and more. Read-only and OAuth-secured β€” your assistant sees only your own data at getsavitools.com, and you

0
25

Lawstronaut

Lawstronaut-FZCO

Access millions of official legal and regulatory source documents from 155+ jurisdictions via MCP. Lawstronaut supports AI agents with structured legal research, legal data, laws, regulations, cases, guidance, official s

0
26

BetterBugs

BetterBugs

The BetterBugs MCP (Model Context Protocol) enables you to load BetterBugs bug reports (via report links) directly to your preferred AI Agents and developer environments with MCP Client capabilities (such as Cursor, VS C

0
27

Dadan MCP

Dadan-io

dadan-sdk-integration is an SDK for integrating Dadan features into React applications. It allows you to add video recording and file selection functionality directly into your React components, providing a seamless user

0
28
BP

Boson Protocol

Boson Protocol is a remote MCP server available at https://mcp.bosonprotocol.io.

0
29

Opinly

Track competitors, rankings, and how AI answers rank you β€” then write and publish the fix.

0
30

Memlord

MyrikLD

Memlord is a remote MCP server available at https://app.memlord.com.

0
31

Goalie Trademark Search MCP

goalie-mcp

Search & filter 14M+ USPTO trademark records from an AI agent. This is a trademark MCP server, not a TSDR lookup.

0
32

Kavel Image Studio

hanshs474

An MCP server for Kavel β€” bring Kavel's AI photo & video generators into any MCP client (Claude, Cursor, Cline, …). Ask for an effect, get a model-tuned prompt, and open the right tool to generate it on www.kavel.ai. No

0
33

Reelier

Maxime Houle

Agents make claims. Reelier writes receipts β€” record an agent's tool-call workflow once, replay it deterministically at 0 tokens, and diff runs to catch drift.

0
34

Sitespeak Claude Plugin

sitespeakai

Manage your SiteSpeakAI chatbot from Claude Code - a plugin and MCP server for optimizing chatbots in plain English.

0
35

Exact Online

iWebDevelopment

Exact AI Connect is a remote MCP server that connects AI assistants like Claude, ChatGPT, Copilot, Gemini and Perplexity directly to your Exact Online administration. Ask questions about your finances in plain language a

0
36

discoverGPT

Joe Monastiero

discoverGPT is visualAI's unified MCP gateway for AI commerce, exposing 29 tools across four capabilities on one canonical product catalog: trimodal search (natural-language, precise-color, and image-similarity), AI cata

0
37
E

endoflife.ai

endoflife.ai

Free MCP server for software end-of-life intelligence: EOL dates, support status, and the 0-100 EOL Risk Score across 485 tracked products. Agents can check a single version, pull a product's full lifecycle schedule, or

0
38

twocents

twocents-page

Human feedback for AI agents β€” remote MCP server at twocents.page/mcp (share_page / get_feedback)

0
39

CryptoWhaleInsights

CryptoWhaleInsights Team

Real-time crypto whale tracking & market intelligence. Monitors 80+ verified whale wallets across 14 blockchains (BTC, ETH, SOL, BSC, Base, ARB, MATIC, TON, SUI, HYPE, TRX, SEI, INJ, APT). 55 tools: whale movements, fear

0
40

extentos

Asger mΓΈlgaard

Extentos is a multi-vendor development platform for adding smart-glasses capabilities to existing iOS and Android apps. The simplest analogy is Stripe for smart glasses:

0
41

Altronis

sypherin

MCP server + CLI for Altronis β€” Singapore AI consulting. Ask the Lyra consultant, generate a grant-matched AI transformation plan, pull curated SG AI events/news. Read-only, wraps altronis.sg.

0
42

TofuBofu AI Visibility

Arnav Neil

TofuBofu runs a free AI visibility scan for any B2B company, right inside your AI assistant. Ask it to scan a domain and it runs the questions real buyers ask across ChatGPT, Claude, Gemini, Perplexity, Google AI Overvie

0
43

SVGator

SVGator

Drive your SVGator account from any AI assistant. Prompt an animation, get an editable project back, and export it as SVG, Lottie, GIF, MP4, and more, then open it in the editor to finish by hand.

0
44
C

Comuna

Comuna

Comuna is a free-forever team workspace (Kanban, table, calendar, Gantt, chat, notes, wiki) where your AI is a real board member. Connect Claude or ChatGPT via MCP in 60 seconds: 80+ tools to work cards under its own ide

0
45

Synci

Synci

Synci connects your real bank, brokerage, and crypto-exchange accounts to AI assistants, read-only. Ask about balances, transactions, holdings, and spending across all your accounts in one place.

0
46

Tempreon

Tempreon

Person-owned, portable AI memory served over MCP. Your knowledge, preferences, and decisions β€” captured in one assistant, available in all of them.

0
47

bsv.cx

Andy Rowe

Timestamp and verify evidence on-chain. Let your agent prove what it saw and when. bsv.cx gives an AI agent verifiable memory. Timestamp a hash of any output, archive a web page as it looked, or fetch a URL with a recei

0
48

PuzzleTide Puzzle Generator

Caravaca-Labs

Word search generator, crossword generator, and sudoku generator + solver as a local-first MCP server. 15 deterministic tools: printable PDF puzzle worksheets, themed word banks, and verifiable LLM evals. From the makers

0
49

Coinrule

Coinrule Inc

The Coinrule MCP is an official Model Context Protocol server that connects AI assistants, Claude, ChatGPT, Grok, and others, directly to your Coinrule Cloud account https://cloud.coinrule.com/mcp

0
50

Nippy

Nippy

Nippy is drag-and-drop hosting (nippy.host) with an MCP server: connect it and your assistant can publish HTML, folders of photos, or file downloads to a live *.nippy.site URL β€” and keep editing the site in place at the

0
51

Transform MCP

Unstructured

The Unstructured Transform MCP Server connects your ADK agent to Unstructured, a document processing platform that turns raw files into structured, AI-ready data. This integration gives your agent the ability to parse PD

0
52

iGaming Tools

iGaming Tools

Structured iGaming reference data β€” slot specs & RTP variants, provider catalogues, regulators, industry news and jobs. Query it in plain language from any MCP-compatible AI assistant. Website: https://i-gaming.tools/

0
53

Rankbits

rankbits

AI visibility analytics across 15+ providers (ChatGPT, Perplexity, Gemini, AI Overviews, and more). The MCP connector lets assistants run scans, compare competitor mentions, and track your brand's visibility in AI answer

0
54

AptiBuild AI β€” Career Intelligence

ParklandBuilds

Career intelligence MCP server β€” real-time FRED labor signals, BLS OEWS May 2024 wages, and AI-generated business ideas. 11 tools. $39/month.

0
55

TranscriptFetch MCP Server

TranscriptFetch

Model Context Protocol (MCP) server for TranscriptFetch: fetch YouTube transcripts, search, channels, and playlists from any MCP client.

0
56

AgentCouch

Messaging rooms for AI agents: hand off context across tools, worktrees, machines, and teammates. Agents meet in shared rooms over MCP, hand off directly, and leave a replayable transcript; live sessions wake on reply, b

0
57

PowerDMARC

powerdmarc

PowerDMARC's MCP server brings live email authentication data directly into any MCP-compatible AI assistant: Claude, ChatGPT, Cursor, and others. Instead of generic DMARC advice, the AI works from a customer's actual acc

0
58

Lamina β€” On-brand product photos, video & try-ons

Lamina

Generate on brand product videos from Claude Code (or any assistant) in one line. Lamina turns a brief + your brand kit into finished product photos, video reels, and campaign banners - no prompt engineering; brand guard

0
59

Caulo

Patry

Caulo is the social layer of the agentic web: a social network your AI agent reads, briefs you on, and posts to β€” by prompt. Ad-free, verified humans only, with provenance on every post (human / agent-assisted / agent-au

0
60

InvestSights Indian Stock Research MCP

InvestSights

Research-grade Indian stock data (NSE/BSE) β€” fundamentals, forensic accounting scores, DCF valuation, screening, prices & news for 4,800+ stocks.

0
61

Air Pipe

airpipe

Build, validate, deploy β€” HTTP APIs, cron jobs, webhooks and MCP tools β€” from your AI client.

0
62

AdWhispr - Research, Clone, & Launch Ads from Claude/ChatGPT

AdWhispr

Remote MCP server that turns Claude, ChatGPT, or Cursor into a full ad workflow: research any brand's live Facebook and TikTok ads, clone the proven winners for your own brand, and launch real campaigns on Google, TikTok

0
63

Umut Naci

firecrawl

The API to search, scrape, and interact with the web at scale. πŸ”₯

148.0K
64

@mendableai/firecrawl Mcp Server

mendableai

The API to search, scrape, and interact with the web at scale. πŸ”₯

148.0K
65

Slack Slack

microsoft

Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

92.5K
66

Time

modelcontextprotocol

Model Context Protocol Servers

88.2K
67

Aws Kb Retrieval Server

modelcontextprotocol

Model Context Protocol Servers

88.2K
68

Sequential Thinking

modelcontextprotocol

Model Context Protocol Servers

88.2K
69

Redis

modelcontextprotocol

Model Context Protocol Servers

88.2K
70

Memory

modelcontextprotocol

Model Context Protocol Servers

88.1K
71

Google Drive

modelcontextprotocol

Model Context Protocol Servers

88.1K
72

EverArt

modelcontextprotocol

Model Context Protocol Servers

88.1K
73

Github

modelcontextprotocol

Model Context Protocol Servers

88.1K
74

Puppeteer

modelcontextprotocol

Model Context Protocol Servers

88.1K
75

Sentry

modelcontextprotocol

Model Context Protocol Servers

88.1K
76

Filesystem

modelcontextprotocol

Model Context Protocol Servers

88.1K
77

Brave Search

modelcontextprotocol

Model Context Protocol Servers

88.1K
78

Git

modelcontextprotocol

Model Context Protocol Servers

88.1K
79

PostgreSQL

modelcontextprotocol

Model Context Protocol Servers

88.1K
80

Fetch

modelcontextprotocol

Model Context Protocol Servers

88.1K
81

Sqlite

modelcontextprotocol

Model Context Protocol Servers

88.1K
82

GitLab

modelcontextprotocol

Model Context Protocol Servers

88.1K
83

Google Maps

modelcontextprotocol

Model Context Protocol Servers

88.1K
84

Slack

modelcontextprotocol

Model Context Protocol Servers

88.1K
85

Context7 MCP - Up-to-date Docs For Any Cursor Prompt

upstash

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

58.7K
86

Reactive Resume

amruthpillai

A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

39.5K
87

1Panel

1Panel-dev

πŸ”₯ 1Panel is a modern, open-source VPS control panel β€” and the only one with native AI agent support. Run Ollama models, deploy OpenClaw agents, and manage your entire server stack from one clean web interface.

36.1K
88

Playwright Mcp

microsoft

Playwright MCP server

34.8K
89

Github Mcp Server

github

GitHub's official MCP Server

31.3K
90

πŸ”Ž GPT Researcher

assafelovic

An autonomous agent that conducts deep research on any data using any LLM providers

28.1K
91

Serena

oraios

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

26.2K
92

FastMCP v2 πŸš€

jlowin

πŸš€ The fast, Pythonic way to build MCP servers and clients.

26.0K
93

Blender

ahujasid

Open-source MCP to use Blender with any LLM

23.6K
94

Activepieces

activepieces

AI Agents & MCPs & AI Workflow Automation β€’ (~400 MCP servers for AI agents) β€’ AI Automation / AI Agent with MCPs β€’ AI Workflows & AI Agents β€’ MCPs for AI Agents

23.2K
95

MaxKB

1Panel-dev

πŸ”₯ MaxKB is an open-source platform for building enterprise-grade agents. εΌΊε€§ζ˜“η”¨ηš„εΌ€ζΊδΌδΈšηΊ§ζ™Ίθƒ½δ½“εΉ³ε°γ€‚

22.0K
96

ICSS

chokcoco

不歒于 CSS

20.7K
97

πŸš€ Model Context Protocol (MCP) Curriculum for Beginners

microsoft

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable,

16.7K
98

MCP Toolbox for Databases

googleapis

MCP Toolbox for Databases is an open source MCP server for databases.

15.9K
99

Framelink Figma MCP Server

GLips

MCP server to provide Figma layout information to AI coding agents like Cursor

15.3K
100

Maestro

mobile-dev-inc

Painless E2E Automation for Mobile and Web

14.8K