Live · updated 14 hr ago 15,953 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 15,953
Categories 18
Official Servers 0
Remote-Hosted 7,695

What this is

The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.

Browse & filter
Top score Most stars Newest
Category All15,953 Git / Code10074 Other2168 Search1797 Filesystem611 Database415 Finance215 AI / ML132 Email114 Cloud87 Calendar72 Analytics56 Browser54 Design46 Docs34 DevOps32 Communication16 Web Scraping15 Productivity15
817–864 of 10,074 servers · Git / Code

Hoshin Kanri

4.9/10
io.github.wellknownmcp/hoshin-kanri

Hoshin Kanri X-Matrix for AI agents: strategy, meeting cadences, completeness score, OAuth 2.1.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Wordis Bond

4.9/10
io.github.Latimer-Woods-Tech/wordis-bond

Test the voice agents you run: scored transcripts, pass/fail verdicts, latency and WER metrics.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Wildwallet

4.9/10
io.github.MCFLAMINGO/wildwallet

Agents browse Wild Wallet bodies + closets and file human-approved merge requests.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Euacc MCP

4.9/10
io.github.caraulani/euacc-mcp

Live EU funding data in your AI: grant calls, programmes, consortium partners, VCs, incubators.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Papi

4.9/10
io.github.getpapi/papi

Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Betafinds MCP

4.9/10
io.github.pendurov/betafinds-mcp

Publish and update your startup on BetaFinds from an AI agent — listings, changelog, releases.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Agentfeed

4.9/10
io.github.seekdaseek/agentfeed

Crypto trading data for AI agents: prices, funding, liquidations, positioning. USDC via x402.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Flask

4.9/10
io.github.tryflask/flask

Feedback layer for video. Reviewers talk through feedback; agents read it as structured comments.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Website → Remote →

Webbersites X402 Data Api

4.9/10
io.github.webberdesign/webbersites-x402-data-api

45 pay-per-call AI agent tools: scraping, SEO, crypto data, lint, agent memory. x402 USDC on Base.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Shipdapp

4.9/10
io.github.yash1ts/shipdapp

Deploy Dockerized apps to Akash devnet with ShipDapp MCP build, deploy, update, and logs tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Repo → Website → Remote →

Dittu

4.9/10
io.github.BorisGujvin/dittu

Turns a phone into a camera+Bluetooth remote so AI assistants can see and control any PC.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Market Data Toolkit MCP

4.9/10
io.github.JdPG23/market-data-toolkit-mcp

17 market-data tools for AI agents: eBay sold prices, company KYC, SEC filings, patents, auctions

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Chronosync MCP

4.9/10
io.github.jmavid/chronosync-mcp

Timezone converter, world clock, date math & meeting scheduler for AI agents. No API key.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Kanban Ai

4.9/10
io.github.orholam/kanban-ai

Remote MCP for Kanban AI boards—manage projects, tasks, and comments from AI tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Pipehero

4.9/10
io.github.pipehero/pipehero

Debug webhooks from your AI agent: inspect and replay captured webhooks on localhost.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Gigora

4.9/10
io.github.sezgimeydanci/gigora

Live-concert discovery: 44,000+ upcoming concerts worldwide by city, artist, genre or festival.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Onboarding

4.9/10
io.github.smarterweather/onboarding

Agent-first onboarding to Smarter Weather: plans, docs, signup, API keys, MCP config, billing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Weather

4.9/10
io.github.smarterweather/weather

Smarter Weather MCP: forecasts, alerts, outlooks, observations, AQI, grids, and map imagery.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

MCP Server

4.9/10
io.github.viralnote/mcp-server

Schedule, publish, and analyze social posts on TikTok, Instagram, YouTube, X, Threads, LinkedIn.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

MCP Web Validator

4.9/10
io.github.AKzar1el/mcp-web-validator

Validate HTML and CSS, audit SEO and JSON-LD, and check user-authorized public links.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Taplio Linkedin MCP

4.9/10
io.github.TaplioOfficial/taplio-linkedin-mcp

Draft, schedule, publish, and analyze your LinkedIn posts from your AI assistant via Taplio.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Charm

4.9/10
io.github.bitMacrocode/charm

OEM automotive repair data - part numbers, torque specs, procedures for 1982-2013 vehicles.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Relin

4.9/10
io.github.earonesty/relin

Inspect webhook health, investigate delivery failures, configure sources, and replay events.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Robinx MCP

4.9/10
io.github.jamhimself/robinx-mcp

Robinhood Chain deployer reputation, insider detection & token buy-risk verdicts. x402-paid.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Kordic Crm

4.9/10
io.github.meelad-diggit/kordic-crm

CRM integration for leads, pipeline, contacts, accounts, payments, and sales analytics.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Syncmetrics

4.9/10
io.github.shamsuzzaman1/syncmetrics

Ask Claude about your ads: Meta, Google, TikTok, LinkedIn, GA4 & Shopify. No AI credits.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Pixdataorg Coderide

4.7/10
ai.smithery/PixdataOrg-coderide

CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Anirbanbasu Pymcp

4.7/10
ai.smithery/anirbanbasu-pymcp

Primarily to be used as a template repository for developing MCP servers with FastMCP in Python, P…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Python streamable-http Remote
Repo → Remote →

Arjunkmrm Sg Bus Test

4.7/10
ai.smithery/arjunkmrm-sg-bus-test

Get real-time bus arrival times for any Singapore bus stop by code, with optional service filterin…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Docfork MCP

4.7/10
ai.smithery/docfork-mcp

@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Exa Labs Exa Code MCP

4.7/10
ai.smithery/exa-labs-exa-code-mcp

Find open-source libraries and fetch contextual code snippets by version to accelerate development…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

MCP Dincoder

4.7/10
ai.smithery/flight505-mcp_dincoder

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime DinCoder brings the…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Pharminfo MCP

4.7/10
ai.smithery/hjsh200219-pharminfo-mcp

Look up Korean drug ingredient and product data by HIRA component and product codes via Pilldoc. V…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Neverinfamous Memory Journal MCP

4.7/10
ai.smithery/neverinfamous-memory-journal-mcp

A MCP server built for developers enabling Git based project management with project and personal…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Context7Fork

4.7/10
ai.smithery/renCosta2025-context7fork

Get up-to-date, version-specific documentation and code examples from official sources directly in…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Saidsef MCP Github Pr Issue Analyser

4.7/10
ai.smithery/saidsef-mcp-github-pr-issue-analyser

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Samihalawa Whatsapp Go MCP

4.7/10
ai.smithery/samihalawa-whatsapp-go-mcp

Scan QR codes and go! No more troublesome autos or APIs! Send text messages, images, links, locati…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Iox Cloud

4.7/10
cloud.iox/iox-cloud

Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

MCP Server

4.7/10
com.arcjet/mcp

An MCP server for Arcjet - the runtime security platform that ships with your AI code.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Driflyte MCP Server

4.7/10
com.driflyte/driflyte-mcp-server

Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

MCP Server

4.7/10
com.linkbreakers/mcp

QR-driven customer-journey platform for tracked QR codes, short links, and analytics.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Textarttools MCP

4.7/10
com.textarttools/textarttools-mcp

Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fonts

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Repo → Remote →

Vehicle Data

4.7/10
com.vincario/vehicle-data

Vehicle data for AI: VIN decoder, automotive specs, stolen checks, valuation and way more.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

MCP Server

4.7/10
dev.augments/mcp

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Rube

4.7/10
dev.composio.rube/rube

Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streamable HTTP transport.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Escrow

4.7/10
io.github.0xdirectping/escrow

Agent-to-agent escrow on Base. Post quests with ETH/USDC bounties and settle on-chain.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Tword Divination

4.7/10
io.github.139user/tword-divination

Qimen Dunjia & Da Liu Ren divination: complete nine-palace charts and four-lesson analysis.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Vigo MCP

4.7/10
io.github.365xbusiness/vigo-mcp

AI-powered Hong Kong SFC regulatory intelligence. Bilingual EN/ZH compliance queries.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →
Weekly briefing

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

How scoring works

Four dimensions, weighted

  • Reliability (30%) — repository present, permissive license, not archived, official status.
  • Documentation (20%) — description length, website presence, README quality.
  • Maintenance (25%) — how recently the code was pushed; versioning discipline.
  • Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
Frequently asked

What is MCP?

MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.

Where does the data come from?

Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.

How are servers scored?

Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".

Is this affiliated with Anthropic?

No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.

How often does the directory update?

The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.

Is it free?

Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.