Live · updated 8 hr ago 5,768 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 5,768
Categories 18
Official Servers 0
Remote-Hosted 2,019

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 All5,768 Git / Code3679 Search822 Other641 Filesystem209 Database166 AI / ML42 Email39 Finance29 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps13 Productivity11 Design9 Web Scraping7 Communication5
4,417–4,464 of 5,768 servers

Weather MCP Server

4.1/10
io.github.jaredco-ai/weather-mcp-server

Fast - accurate weather conditions and forecasts by city or coordinates.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Skillmatch MCP

4.1/10
io.github.jarmstrong158/skillmatch-mcp

Job search and ranking pipeline via MCP for Claude Desktop.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Oci Pricing MCP

4.1/10
io.github.jasonwilbur/oci-pricing-mcp

Oracle Cloud Infrastructure pricing data with cost calculators and comparisons

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Getpronto

4.1/10
io.github.jaygould/getpronto

Upload, transform, and manage images on Get Pronto from AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Homebase

4.1/10
io.github.jazib/homebase

School district lookup, PA EIT tax rates, and mortgage affordability calculator

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Manifold MCP

4.1/10
io.github.jbeshir/manifold-mcp

Search, read, bet on, create, and resolve prediction markets on Manifold.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Supermarkets Uk MCP

4.1/10
io.github.jbeshir/supermarkets-uk-mcp

Search and compare grocery prices across UK supermarkets with product details.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Workflowy MCP

4.1/10
io.github.jbeshir/workflowy-mcp

Search, read, create, and organize Workflowy nodes with breadcrumb context.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Market Intelligence MCP

4.1/10
io.github.jbrand0n/market-intelligence-mcp

Recession probability, capital rotation scoring, and economic data API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Alertmanager

4.1/10
io.github.jeanlopezxyz/mcp-alertmanager

A Model Context Protocol (MCP) server for Prometheus Alertmanager

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Prometheus

4.1/10
io.github.jeanlopezxyz/mcp-prometheus

A Model Context Protocol (MCP) server for Prometheus monitoring

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Tokencost Dev

4.1/10
io.github.jeff-atriumn/tokencost-dev

LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Eu Audit MCP

4.1/10
io.github.jellewas/eu-audit-mcp

Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Websharp

4.1/10
io.github.jgador/websharp

Search the web and extract article text for LLMs.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Cookwith MCP

4.1/10
io.github.jkakar/cookwith-mcp

AI-powered recipe generation and transformation tools by Cookwith

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Recipe MCP

4.1/10
io.github.jkakar/recipe-mcp

Generate and remix recipes using cookwith.co

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Bear

4.1/10
io.github.jkawamoto/mcp-bear

A MCP server for interacting with Bear note-taking software.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Florence2

4.1/10
io.github.jkawamoto/mcp-florence2

An MCP server for processing images using Florence-2

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Memos

4.1/10
io.github.jkawamoto/mcp-memos

An MCP server for interacting with Memos.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Youtube Transcript

4.1/10
io.github.jkawamoto/mcp-youtube-transcript

An MCP server retrieving transcripts of YouTube videos

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Talkback

4.1/10
io.github.jmedure/talkback

Chat with your Ableton session in real-time.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Magentaa11Y

4.1/10
io.github.joe-watkins/magentaa11y

MCP server providing accessibility criteria from MagentaA11y

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server Agent Analytics

4.1/10
io.github.joepangallo/mcp-server-agent-analytics

Track AI agent fleet performance, costs, anomalies, and trends.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server Indexforge

4.1/10
io.github.joepangallo/mcp-server-indexforge

Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server Research Signals

4.1/10
io.github.joepangallo/mcp-server-research-signals

Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

MCP Server Security Audit

4.1/10
io.github.joepangallo/mcp-server-security-audit

Scan websites for security vulnerabilities, headers, TLS, and email security.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Claudesmalltalk

4.1/10
io.github.johnmci/ClaudeSmalltalk

MCP server for AI interaction with live Smalltalk images

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Kalshi

4.1/10
io.github.joinQuantish/kalshi

Self-hosted MCP server for Kalshi prediction market trading via DFlow on Solana

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Limitless

4.1/10
io.github.joinQuantish/limitless

MCP server for Limitless Exchange prediction markets on Base

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Polymarket

4.1/10
io.github.joinQuantish/polymarket

Self-hosted MCP server for AI agent trading on Polymarket prediction markets

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Hue Ble MCP

4.1/10
io.github.jonnyblankinship/hue-ble-mcp

Control Philips Hue lights via Bluetooth LE — no bridge required.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

M365 Roadmap

4.1/10
io.github.jonnybottles/m365-roadmap

Query the Microsoft 365 Roadmap from AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Lightcms

4.1/10
io.github.jonradoff/lightcms

AI-native CMS with 41 MCP tools for managing websites through natural language.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Exiftool

4.1/10
io.github.joshmsimpson/exiftool

Read, write, and remove metadata from 150+ file formats using ExifTool

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Jsc Typescript Ast MCP

4.1/10
io.github.jscoobyced/jsc-typescript-ast-mcp

AST for TypeScript, supports creating JSON representations of React components

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code TypeScript stdio
Repo →

Secop MCP Server

4.1/10
io.github.juandavidsernav/secop-mcp-server

Consulta contratación pública de Colombia (SECOP I y II) desde datos.gov.co

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Expense MCP

4.1/10
io.github.justfsl50/expense-mcp

Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo →

Pdf MCP

4.1/10
io.github.jztan/pdf-mcp

Production-ready MCP server for PDF processing with intelligent caching.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Tmux

4.1/10
io.github.k8ika0s/mcp-tmux

Model Context Protocol server that lets LLMs collaboratively drive tmux

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Nasa Images

4.1/10
io.github.kaitoy/nasa-images

MCP server with UI for NASA images

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Weather

4.1/10
io.github.kambleaa007/weather

An MCP server for weather information.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Code Memory

4.1/10
io.github.kapillamba4/code-memory

Local semantic code search with Git history. Works offline, no API key needed.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Telitask MCP

4.1/10
io.github.karanivincent/telitask-mcp

TeliTask MCP server — manage contacts, tasks, and calls from AI assistants

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Laviya Agent Skills

4.1/10
io.github.kartegagithub/laviya-agent-skills

Laviya AI Orchestration MCP runtime for IDE and agent integrations.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Opendart Server

4.1/10
io.github.kcw2034-sayouzone/mcp-opendart-server

An MCP server that provides OpenDart API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Sayou Opendart MCP

4.1/10
io.github.kcw2034-sayouzone/sayou-opendart-mcp

An MCP server that provides OpenDart API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Md Md

4.1/10
io.github.kedarvartak/md-md

MCP server for md.md - provides team knowledge context to AI assistants

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Fonparam MCP

4.1/10
io.github.kemalersin/fonparam-mcp

MCP server for FonParam API - Turkish mutual funds data

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →
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.