Live · updated 14 hr ago 5,632 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 5,632
Categories 18
Official Servers 0
Remote-Hosted 1,944

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 All5,632 Git / Code3579 Search808 Other629 Filesystem202 Database166 AI / ML42 Email39 Finance28 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps12 Productivity10 Design9 Web Scraping7 Communication5
5,329–5,376 of 5,632 servers

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. 20 tools, 6 modules. Pay per call in HBAR.

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

Qweather MCP

3.7/10
io.github.overstarry/qweather-mcp

a qweather mcp server

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

Pmat Agent

3.7/10
io.github.paiml/pmat-agent

Zero-config AI context generation and code quality toolkit with Claude Code Agent Mode support

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

Rash

3.7/10
io.github.paiml/rash

Transpile Rust code to POSIX-compliant shell scripts with formal correctness guarantees

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

Semanticapi

3.7/10
io.github.peter-j-thompson/semanticapi

Search and discover any API using natural language. 163+ providers with auto-discovery.

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

In Memoria

3.7/10
io.github.pi22by7/in-memoria

Persistent codebase intelligence that gives AI assistants memory across sessions

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

Agenthub

3.7/10
io.github.propstreet/agenthub

Enables coding agents to coordinate edits, reviews, and escalations without file locking conflicts

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

Selenium MCP

3.7/10
io.github.pshivapr/selenium-mcp

Selenium Tools for MCP

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

MCP Server

3.7/10
io.github.railwayapp/mcp-server

Official Railway MCP server

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

MCP Redis

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

Natural language interface designed for agentic applications to manage and search data in Redis.

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

Tool Filter MCP

3.7/10
io.github.respawn-app/tool-filter-mcp

MCP proxy server that filters tools from upstream MCP servers via regex-based deny list

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

Local Skills MCP

3.7/10
io.github.rkdpa/local-skills-mcp

Universal MCP server for local filesystem skills with lazy loading and context-efficient discovery

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

MCP Ordali Memory

3.7/10
io.github.robin-deruyck/mcp-ordali-memory

MCP server for Ordali memory: SQLite-backed project memory and governance traces.

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

Egnyte Ai Samples

3.7/10
io.github.sachin-shetty/egnyte-ai-samples

Secure integration between AI tools and Egnyte content with search, analysis, and workflow tools.

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

Stellar Memory

3.7/10
io.github.sangjun0000/stellar-memory

Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-native.

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

Memorymesh

3.7/10
io.github.sparkvibe-io/memorymesh

Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.

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

Model Radar

3.7/10
io.github.srclight/model-radar

Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the fastest.

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

Srclight

3.7/10
io.github.srclight/srclight

Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.

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.