Live · updated 13 hr ago 9,792 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 9,792
Categories 18
Official Servers 0
Remote-Hosted 3,995

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 All9,792 Git / Code6332 Search1241 Other1167 Filesystem365 Database252 AI / ML72 Finance58 Email58 Cloud53 Analytics37 Calendar36 Browser31 Docs23 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
9,361–9,408 of 9,792 servers

Propresenter MCP

3.7/10
io.github.alxpark/propresenter-mcp

ProPresenter 7 MCP server

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Appium MCP

3.7/10
io.github.appium/appium-mcp

MCP server for Appium mobile automation on iOS and Android devices with test creation tools.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Vynn MCP

3.7/10
io.github.beee003/vynn-mcp

Self-improving AI workflows with backtesting, prompt optimization, and scheduling

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Stylobridge

3.7/10
io.github.blockpal1/stylobridge

Air-gapped Markdown/PDF to Word converter with brand templates and audit logging.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agent Observability

3.7/10
io.github.blueskylineassets/agent-observability

Agent observability: structured logging, cost tracking, and compliance audit trails

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Append Log MCP

3.7/10
io.github.bobbyhouse/append-log-mcp

A generic append-only log MCP server. Persist timestamped JSON entries and query them by recency.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.7/10
io.github.cloudquery/mcp

CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and Platform modes.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Vettly

3.7/10
io.github.code-with-brian/vettly

Content moderation for AI applications. Moderate text, images, and video with configurable policies.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

C2Pa MCP

3.7/10
io.github.contentauth/c2pa-mcp

Read and verify Content Credentials (C2PA) from images and media using the c2pa Rust SDK

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Bookmark Lens

3.7/10
io.github.cornelcroi/bookmark-lens

Local-first bookmark management with semantic search and AI-powered organization

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Context Lens

3.7/10
io.github.cornelcroi/context-lens

Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Property Valuation Server

3.7/10
io.github.creis-ai/mcp-property-valuation-server

MCP服务器，提供房产小区评级和评估功能

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Zmq

3.7/10
io.github.daedalus/mcp-zmq

MCP server for ZMQ messaging

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Redshift MCP Server

3.7/10
io.github.davidalbertonogueira/redshift-mcp-server

Secure, read-only access to Amazon Redshift with schema introspection and smart sampling

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Percept

3.7/10
io.github.davidemanuelDEV/percept

Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claude Desktop

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Weather MCP

3.7/10
io.github.dgahagan/weather-mcp

Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA + Open-Meteo.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Playwright MCP

3.7/10
io.github.dinesh-nalla-se/playwright-mcp

Playwright Tools for MCP

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Mantisbt MCP Server

3.7/10
io.github.dpesch/mantisbt-mcp-server

MantisBT MCP server – manage issues, notes, files, tags, and relationships. With semantic search.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Jira Server

3.7/10
io.github.edrich13/mcp-jira-server

MCP server for self-hosted Jira instance with Personal Access Token authentication

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Engineer Your Data

3.7/10
io.github.eghuzefa/engineer-your-data

MCP server for data engineering: validation, transformation, visualization, and APIs.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Lit MCP

3.7/10
io.github.gauravfs-14/lit-mcp

MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

3.7/10
io.github.goreleaser/mcp

GoReleaser MCP server

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Jfrog Dummy MCP

3.7/10
io.github.guykJfrog/jfrog-dummy-mcp

JFrog dummy MCP server

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Bytario

3.7/10
io.github.helloderekg/bytario

40 MCP tools for image, PDF, QR, barcode, data, text, color, and render operations.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Saij MCP

3.7/10
io.github.hernan-cc/saij-mcp

Search Argentine legal databases: court decisions, legislation, summaries, doctrine

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Dead Drop Content

3.7/10
io.github.holmesclaw-hash/dead-drop-content

Publish-ready articles on demand. Send a topic, get back SEO-optimized content with images.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Hopx MCP

3.7/10
io.github.hopx-ai/hopx-mcp

Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, and Go.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio

Hostinger Api MCP

3.7/10
io.github.hostinger/hostinger-api-mcp

MCP server for Hostinger API

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Nansen MCP

3.7/10
io.github.hurcanNansen/nansen-mcp

DEPRECATED - This server has been moved to io.github.nansen-ai/nansen-mcp. Do not use.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Vikunjamcp

3.7/10
io.github.idjohnson/vikunjamcp

An MCP server that provides access to Vikunja, a self-hosted task management solution.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Korea Stock MCP

3.7/10
io.github.jjlabsio/korea-stock-mcp

MCP server for korea stock

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Hello MCP Registry

3.7/10
io.github.jonathanhefner/hello-mcp-registry

A simple MCP server.

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Uniprot MCP

3.7/10
io.github.josefdc/uniprot-mcp

Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID mapping).

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Lustre

3.7/10
io.github.jugbeep/lustre

Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light/dark mode.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Datagraph

3.7/10
io.github.kevinkells/datagraph

Urban data for civic problem-solving: NYC subway, loneliness programs, violence prevention.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

File Organizer

3.7/10
io.github.kridaydave/file-organizer

Security-hardened file organizer with smart categorization and duplicate detection

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mathematica MCP

3.7/10
io.github.lars20070/mathematica-mcp

MCP server for WolframScript

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Skim MCP Server

3.7/10
io.github.luw2007/skim-mcp-server

MCP server for Skim code transformation. Compresses code 60-95% for LLM context optimization.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Debtstack Ai

3.7/10
io.github.marcellusgreen/debtstack-ai

Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC filings

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Qnap

3.7/10
io.github.marcelo-ochoa/qnap

MCP server for QNAP NAS API

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Hedera MCP Platform

3.7/10
io.github.mountainmystic/hedera-mcp-platform

Hedera ecosystem intelligence for AI agents. 29 tools, pay per call in HBAR. HITL enforced.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Hederatoolbox

3.7/10
io.github.mountainmystic/hederatoolbox

Hedera blockchain intelligence for AI agents. 23 tools, 7 modules. HBAR micropayments. No signup.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Reddit MCP Server

3.7/10
io.github.mypracticaltools/reddit-mcp-server

Reddit MCP Server via Apify

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Vulcan File Ops

3.7/10
io.github.n0zer0d4y/vulcan-file-ops

MCP server for AI assistants: read, write, edit, and manage files securely on local filesystem.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Anki MCP Server

3.7/10
io.github.nailuoGG/anki-mcp-server

MCP server enabling LLMs to interact with Anki flashcard software through AnkiConnect

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Depyler MCP

3.7/10
io.github.noahgift/depyler-mcp

MCP server for Depyler: Python-to-Rust transpiler with analysis and verification tools

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio

Ruchy MCP

3.7/10
io.github.noahgift/ruchy-mcp

MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpilation tools

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Playwright Wizard MCP

3.7/10
io.github.oguzc/playwright-wizard-mcp

MCP server providing Playwright test generation wizard with intelligent prompts and best practices

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
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.