Live · updated 3 hr ago 25,524 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 25,524
Categories 18
Official Servers 0
Remote-Hosted 14,262

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 All25,524 Git / Code14951 Other4434 Search2924 Filesystem1053 Database561 Finance376 AI / ML240 Email211 Calendar157 Cloud137 Analytics110 Browser104 Design71 Docs59 DevOps54 Communication41 Web Scraping24 Productivity17
4,897–4,944 of 25,524 servers

Failmodes

4.7/10
io.github.elyngved/failmodes

MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

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

Stillos Notary MCP

4.7/10
io.github.stillmarcus24/stillos-notary-mcp

Ed25519-signed verdicts resolved against real ground truth. Free claim/verify; paid bonded dispute.

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

Qencode

4.7/10
com.qencode/qencode

Create amazing video experiences with the Qencode API, straight from your AI assistant.

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

Packageguard

4.7/10
io.github.DanKaten/packageguard

x402-gated safety checker for npm/PyPI packages before you npm install / pip install.

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

Arsenal Decision Engine

4.7/10
io.github.Faouzi122/arsenal-decision-engine

R_net LP risk evaluator for DeFAI agents. IL + Breakeven Corridor O(1). L402 Lightning paywall.

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

MCP Server

4.7/10
io.github.appwrite/mcp

Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote
Repo → Remote →

Verity

4.7/10
io.github.cchurctrip/verity

Real-time social media and prediction market integrity layer for traders, funds, and quant desks.

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

Jktjj MCP

4.7/10
io.github.jktjj/jktjj-mcp

BJJ gym, coach, event, and city data for AI agents. Free base tools, x402-paid premium.

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

Mailverdict

4.7/10
dev.mailverdict/mailverdict

Keyless email checks: disposable, role, and free-provider detection, MX, and typo suggestions.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Repo → Remote →

MCP Server

4.7/10
io.github.Iteksmart/mcp-server

Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT operations.

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

Ckg Nvidia Ai

4.7/10
io.github.Yarmoluk/ckg-nvidia-ai

NVIDIA AI knowledge graphs — 20 domains. 4x F1, 11x fewer tokens, SHA-256 provenance. MCP-native.

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

Cryptodata Api

4.7/10
io.github.elevasyncsolutions-jpg/cryptodata-api

Crypto MCP with 21 tools for market data, DeFi, analytics, and sentiment. Post-paid USDC billing.

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

Buildy

4.7/10
io.github.tambo-ai/buildy

A home for the apps your AI builds for you. Real URL and database, works with any AI.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote
Repo → Remote →

Baton

4.7/10
io.github.vinsenzo83/baton

Hand off AI work with a signed Verification Receipt — an independent verifier proves it runs.

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

Creationloop

4.7/10
ai.creationloop/creationloop

CreationLoop is your Marketing Agent. Read the overview, offer, and FAQ; apply as a design partner.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote
Repo → Remote →

Aigist

4.7/10
com.ai-gist/aigist

Publish & manage shareable HTML/Markdown pages from your LLM, with access control.

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

Concordance

4.7/10
com.narrowhighway/concordance

Deterministic claim verification with receipts across ~60 domains. No model in the loop.

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

Arc Ledger Tax Tools

4.7/10
io.github.Bgenc48/arc-ledger-tax-tools

Enrolled Agent tax tools: IRS notices, FBAR, LLC vs S-Corp, quarterly estimates & more.

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

Dali

4.7/10
io.github.Lulu-The-Narwhal/dali

The prediction MCP — score your prompt before you generate, so you never waste a credit.

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

Skanfirmy

4.7/10
io.github.bibi-bambi/skanfirmy

Weryfikacja polskich firm po NIP/KRS i unijnego VAT (VIES) z oficjalnych rejestrów UE.

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

On Demand Books

4.7/10
io.github.gmlewis/on-demand-books

Find personalized puzzle books by first name from a 100,000+ title Shopify catalog.

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

Scamcheck MCP Server

4.7/10
io.github.smijo-geek/scamcheck-mcp-server

Scan suspicious messages, URLs, and text for scams with AI. Free tier - no API key required.

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

Culturelib Discover

4.7/10
io.github.tbalcinha/culturelib-discover

French cultural events search with multi-reseller ticket price comparison (theatre, concerts...)

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

MCP Server

4.7/10
io.github.temway/mcp-server

Visual email & layout builder that turns AI assistants into a Temway authoring studio.

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

Zoom Meetings

4.7/10
io.github.zoom/zoom-meetings

Zoom Meetings server for meeting search, recordings, transcripts, summaries, and meeting assets.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Zoom Tasks

4.7/10
io.github.zoom/zoom-tasks

Zoom Tasks server for creating, updating, assigning, and synchronizing task workflows.

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

Vortex Iq

4.7/10
ai.vortexiq/vortex-iq

Read-only access to your VortexIQ store data: audits, KPIs, alerts, Brand DNA, reports, Ask VIQ.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Ris Austria MCP Server

4.7/10
io.github.cyanheads/ris-austria-mcp-server

Search Austrian federal and state law, court decisions, and the authentic Bundesgesetzblatt (RIS).

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Foragex402

4.7/10
io.github.mapizarro1/foragex402

Meta-search MCP for x402 agent-payable services -- find paid APIs across every registry.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Stillos Kya

4.7/10
io.github.stillmarcus24/stillos-kya

KYA: fail-closed CLEAR/REVIEW/BLOCK counterparty screen (OFAC + on-chain), signed receipt.

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

Air Quality MCP

4.7/10
io.github.varvararatta/air_quality_mcp

Stay ahead of pollution with our Air Quality MCP. Access real-time air quality data, including

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

Crypto Prices MCP

4.7/10
io.github.varvararatta/crypto_prices_mcp

Unlock the power of real-time cryptocurrency data with our Crypto Price Insights MCP server.

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

Dictionary Lexicon MCP

4.7/10
io.github.varvararatta/dictionary_lexicon_mcp

Discover the true meaning of any English word with our Dictionary Lexicon MCP. Whether you're a

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

Dns Lookup MCP

4.7/10
io.github.varvararatta/dns_lookup_mcp

Unlock the power of DNS lookups with our DNS Lookup service using Google DNS-over-HTTPS. Whether

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

Earthquake Monitor MCP

4.7/10
io.github.varvararatta/earthquake_monitor_mcp

Our Earthquake Monitor harnesses the USGS earthquake feed to provide you with up-to-the-minute

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

Github Public Repos MCP

4.7/10
io.github.varvararatta/github_public_repos_mcp

Dive into the world of open-source with the GitHub Repo Explorer! Utilize the powerful GitHub

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

Hacker News MCP

4.7/10
io.github.varvararatta/hacker_news_mcp

Dive into the latest and greatest from the tech world with our Hacker News MCP server.

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

Ip Geolocation MCP

4.7/10
io.github.varvararatta/ip_geolocation_mcp

Unlock the power of IP geolocation with our tool! Whether you're a developer needing location data

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

Met Museum MCP

4.7/10
io.github.varvararatta/met_museum_mcp

Unlock a world of art with the Met Museum MCP! Use the 'search_artworks' API to find stunning

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Name Demographics MCP

4.7/10
io.github.varvararatta/name_demographics_mcp

Harness the power of names with our Name Demographics MCP. Using Agify, Genderize, and Nationalize

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

Npm Package Info MCP

4.7/10
io.github.varvararatta/npm_package_info_mcp

Dive into the world of npm with our NPM Package Info MCP. Access crucial metadata about any npm

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

Open Food Facts MCP

4.7/10
io.github.varvararatta/open_food_facts_mcp

Unlock the power of food transparency with our Open Food Facts MCP server. Easily look up any food

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

Sunrise Sunset MCP

4.7/10
io.github.varvararatta/sunrise_sunset_mcp

Discover the magic of day and night with our Sunrise & Sunset API. Get accurate sunrise, sunset,

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

Tv Maze MCP

4.7/10
io.github.varvararatta/tv_maze_mcp

Unlock a world of television with the TV Maze MCP server. Effortlessly search for shows by name or

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Uk Postcodes MCP

4.7/10
io.github.varvararatta/uk_postcodes_mcp

Access comprehensive UK postcode information effortlessly with our geocoding services. Whether you

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

World Bank Indicators MCP

4.7/10
io.github.varvararatta/world_bank_indicators_mcp

Dive into the wealth of information provided by the World Bank with our zero-auth API. Instantly

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

Touchstone

4.7/10
cv.touchstone/touchstone

Bitcoin-anchored, tamper-evident audit log for AI agents — record, disclose and verify actions.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Capmus MCP

4.7/10
io.github.Capmus-Team/capmus-mcp

Search listings, message posters, and create draft posts on Capmus, the university marketplace

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search 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.