Live · updated 23 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
4,849–4,896 of 5,632 servers

Fullrun

4.1/10
io.github.tuckerschreiber/fullrun

Google Ads management for AI agents — diagnose, optimize, and manage campaigns.

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

Mkdocs MCP

4.1/10
io.github.ubaumann/mkdocs-mcp

An MCP server that provides serves MkDocs as resources.

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

Gemini Image Studio

4.1/10
io.github.udhaykumarbala/gemini-image-studio

AI image generation and editing with Google Gemini. Structured JSON editing.

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

Aicost Cli

4.1/10
io.github.ufhouck/aicost-cli

Terminal-based AI API cost calculator, recommender, and mcp server.

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

Umbraco Cms MCP Dev

4.1/10
io.github.umbraco/Umbraco-CMS-MCP-Dev

A developer focused model context protocol (MCP) server for Umbraco CMS

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

Reclaim MCP Server

4.1/10
io.github.universalamateur/reclaim-mcp-server

MCP server for Reclaim.ai - calendar, tasks, habits, and focus time management

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

Context7

4.1/10
io.github.upstash/context7

Up-to-date code docs for any prompt

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

Rpg Encoder

4.1/10
io.github.userFRM/rpg-encoder

Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.

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

Remote Bridge

4.1/10
io.github.varaprasadreddy9676/remote-bridge

Sync code to remote servers via SSH/rsync and deploy from any AI IDE.

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

Mif Tools

4.1/10
io.github.varun29ankuS/mif-tools

Convert, validate, and inspect AI agent memories across formats

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

Vtimestamp

4.1/10
io.github.vdappdev2/vtimestamp

MCP server for verifying and querying vtimestamp proofs on the Verus blockchain

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

Cvinbio

4.1/10
io.github.vedangvatsa123/cvinbio

Search professional profiles from the CVin.Bio talent database.

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

Next Devtools MCP

4.1/10
io.github.vercel/next-devtools-mcp

Next.js development tools MCP server with stdio transport

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

MCP Backlog

4.1/10
io.github.vfa-khuongdv/mcp-backlog

MCP server for Backlog API integration with AI agents.

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

Redmine

4.1/10
io.github.vfa-khuongdv/redmine

MCP server for Redmine API integration with AI agents.

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

Vibefix

4.1/10
io.github.vibefix-tech/vibefix

Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.

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

Demo MCP Server

4.1/10
io.github.vigneshRN52/demo-mcp-server

Minimal Go MCP Server for high-performance context bridging

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

Freightgate MCP Server

4.1/10
io.github.vinaybhosle/freightgate-mcp-server

Deprecated - renamed to shippingrates-mcp-server

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

Rulemorph MCP

4.1/10
io.github.vinhphatfsg/rulemorph-mcp

MCP server for CSV/JSON data transformation using YAML rules

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

Transform Rules MCP

4.1/10
io.github.vinhphatfsg/transform-rules-mcp

MCP server for CSV/JSON data transformation using YAML rules

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

Testing Repo

4.1/10
io.github.vinur1992/testing_repo

An MCP server that created for demo

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

Vue Harvest

4.1/10
io.github.virgilvox/vue-harvest

Extract reusable component libraries and design tokens from Vue applications

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

Site Spy

4.1/10
io.github.vkuprin/site-spy

MCP server for Site Spy — lets AI agents monitor websites for changes

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

Junto MCP

4.1/10
io.github.vrllrv/junto-mcp

The payment protocol for people and agents. One MCP server, any payment rail.

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

Vulners MCP

4.1/10
io.github.vulnersCom/vulners-mcp

MCP server for the Vulners.com API

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

Codex MCP Go

4.1/10
io.github.w31r4/codex-mcp-go

MCP server wrapping Codex CLI for stdio-based tool calls.

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

Silent Brief MCP

4.1/10
io.github.warmachine2121/silent-brief-mcp

AI-generated legal and business documents. Pay XMR, no accounts, no KYC.

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

MCP Server

4.1/10
io.github.warpmetrics/mcp

Connect AI assistants to Warpmetrics — query runs, calls, costs, and outcomes.

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

MCP Check Licenses

4.1/10
io.github.webmoleai/mcp-check-licenses

Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.

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

MCP Check Links

4.1/10
io.github.webmoleai/mcp-check-links

Find broken links, missing meta tags, and redirect chains on any website.

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

MCP License Audit

4.1/10
io.github.webmoleai/mcp-license-audit

Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.

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

MCP Link Doctor

4.1/10
io.github.webmoleai/mcp-link-doctor

Find broken links, missing meta tags, and redirect chains on any website.

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

Claudeink

4.1/10
io.github.weekdmond/claudeink

Save, search, and compile valuable knowledge from your Claude conversations.

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

Ekyc Suite

4.1/10
io.github.wefi-ai/ekyc-suite

KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.

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

MCP Registry MCP Server

4.1/10
io.github.wei/mcp-registry-mcp-server

MCP server for querying the official MCP registry.

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

Mne Docs

4.1/10
io.github.weiyongxu/mne-docs

MCP server for MNE-Python documentation, source code, GitHub issues, and forum

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

Cronicorn MCP Server

4.1/10
io.github.weskerllc/cronicorn-mcp-server

Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.

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

Isaacsim MCP Server

4.1/10
io.github.whats2000/isaacsim-mcp-server

Control NVIDIA Isaac Sim robotics simulator through MCP with 39 tools

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

MCP Server Ros 2

4.1/10
io.github.wise-vision/mcp_server_ros_2

View ROS 2 nodes and topics, and call services and actions via MCP

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

Wishfinity MCP Plusw

4.1/10
io.github.wishfinity/wishfinity-mcp-plusw

Save any product URL to your Wishfinity wishlist. Works with any MCP client.

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

Pica Business

4.1/10
io.github.withpica/pica-business

agreements, splits, royalties, and comms for withPICA music catalogs

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

Pica Settings

4.1/10
io.github.withpica/pica-settings

account, team, and api key management for withPICA

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

Amazon Seller

4.1/10
io.github.wmarceau/amazon-seller

Amazon seller tools: FBA fees, inventory optimization, restock recommendations.

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

Apollo

4.1/10
io.github.wmarceau/apollo

Apollo.io lead enrichment and prospecting via MCP

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

Hvac Quotes

4.1/10
io.github.wmarceau/hvac-quotes

HVAC equipment RFQ management - submit quotes to distributors

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

Instagram Creator

4.1/10
io.github.wmarceau/instagram-creator

Instagram automation: post images, Reels, carousels, Stories, analytics

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

Rideshare Comparison

4.1/10
io.github.wmarceau/rideshare-comparison

Compare Uber and Lyft prices for any route

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

Ticket Discovery

4.1/10
io.github.wmarceau/ticket-discovery

Search and compare concert ticket prices across platforms

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search 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.