Live · updated 16 hr ago 15,060 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 15,060
Categories 18
Official Servers 0
Remote-Hosted 7,129

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 All15,060 Git / Code9706 Other1977 Search1692 Filesystem572 Database398 AI / ML119 Email102 Finance96 Cloud84 Calendar67 Analytics53 Browser50 Design38 Docs31 DevOps30 Web Scraping15 Productivity15 Communication15
769–816 of 9,706 servers · Git / Code

Israel Tenders

4.9/10
io.github.pipeworx-io/israel-tenders

Israel Government Procurement MCP — public tenders & exemption contracts (keyless).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Website → Remote →

Paraguay Dncp

4.9/10
io.github.pipeworx-io/paraguay-dncp

Paraguay DNCP MCP — Paraguay government procurement / public contracts (keyless).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Quiver

4.9/10
io.github.pipeworx-io/quiver

Quiver Quantitative MCP — alternative-data on public companies (quiverquant.com)

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

South Africa Tenders

4.9/10
io.github.pipeworx-io/south-africa-tenders

South Africa Government Procurement MCP — National Treasury eTenders / OCPO (keyless).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Website → Remote →

MCP Face Transform

4.9/10
io.github.AceDataCloud/mcp-face-transform

AceDataCloud Face Transform MCP: keypoints, beautify, age/gender, swap, cartoon, liveness

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

MCP Fish

4.9/10
io.github.AceDataCloud/mcp-fish

MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice conditioning)

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Sendinel

4.9/10
io.github.kmdesle/sendinel

AI-controlled email ops for campaigns, contacts, segments, analytics, and sending.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Apex

4.9/10
io.github.mickeyappol-create/apex

Run verified read-only code tools, no source exposure: backtest stats, strategy gates, scans.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Mowgli

4.9/10
io.github.mowgli-ai/mowgli

Intelligent product canvas: iterate on your product's design with your coding agent, synced to code.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Opusclip

4.9/10
io.github.opus-pro/opusclip

Turn long videos into AI-curated short clips: caption, reframe, thumbnail, schedule, and publish.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Jsonaut

4.9/10
io.github.shoggi211/jsonaut

Repair malformed JSON from LLM/agent output; optional JSON Schema coercion. Free + x402 paid.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Visily

4.9/10
io.github.visily-app/visily

UI design from prompts, screenshots, and URLs for AI coding agents and theme tokens.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Cycle Tracker

4.9/10
io.github.ThisisBankole/cycle-tracker

Live UK bike-share availability: nearby bikes and stations, popular stations, 90-day history.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Corply

4.9/10
io.github.corply-dev/corply

Incorporate a Delaware C-Corp from your agent — docs, cofounder e-sign, human-reviewed filing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Fitness Ai Connector

4.9/10
io.github.fmp-projects/fitness-ai-connector

Garmin data in Claude & ChatGPT via the Garmin Health API. OAuth sign-in, no password sharing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Ferrolaser Parts

4.9/10
io.github.jinweihan-ai/ferrolaser-parts

Fiber laser parts knowledge: laser sources, cutting/welding heads, CNC controls, alarm codes.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Lexvibe

4.9/10
io.github.marcosnovo/lexvibe

One-step legal compliance for vibe-coded apps: privacy, terms, cookie banner and EU AI Act check.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Partreel

4.9/10
io.github.mingyo186/partreel

Verified KiCad footprints, symbols & 3D models for AI agents. No signup, CC-BY-4.0, quality-gated.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Docverdict

4.9/10
io.github.rogerberent-netizen/docverdict

PDF, photo, email, and file comparison evidence checks with plain-language reports.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Zoningverdict

4.9/10
io.github.rogerberent-netizen/zoningverdict

Municipal zoning rules, reviewed Q&A, citations, and address-to-district lookup.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Healthclaw Guardrails

4.9/10
io.github.aks129/healthclaw-guardrails

Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth, tenant isolation

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Asynthetic

4.9/10
io.github.asyntheticai/asynthetic

Ground truth for AI coding agents: what breaks between library versions and how to fix it

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Easeclaw

4.9/10
io.github.priteshmann/easeclaw

AI lead-finder for agents: pull scored leads, draft replies in your voice, work the pipeline.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Justonce Memory

4.9/10
io.github.Bluesoul-Technology/justonce-memory

Persistent, portable, bitemporal memory layer — recalled proactively across your AI tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Token Intel

4.9/10
io.github.Echolonius/token-intel

Solana token due-diligence: 3-source fused risk verdict incl. LP-lock depth. $0.01 via x402.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

X402 Solana

4.9/10
io.github.digitalweb33333-creator/x402-solana

x402 paid API tools for AI agents on Solana: crypto safety, market data, KYB/AML verification.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Flights

4.9/10
io.github.dimabalony/flights

Cheapest round-trip across a flexible multi-month date window, with a buy/wait price verdict

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Leaseiq Pro

4.9/10
io.github.glennl201/leaseiq-pro

Exact lease finance calculations: equipment structuring, solvers, amortization, auto lease & loan

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Linkedin MCP

4.9/10
io.github.rzere/linkedin-mcp

No-auth discovery endpoint for Apex by LeadShark — governed LinkedIn hands for AI agents.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Whycant

4.9/10
io.github.sattyamjjain/whycant

Roast any AI agent idea from your IDE: verdict tier, readiness score, top risk, shareable URL.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Waitloop

4.9/10
io.github.zexiro/waitloop

Agent-first waitlists: hosted signup pages with referral ranking. One tool call returns a live page.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Pixdataorg Coderide

4.7/10
ai.smithery/PixdataOrg-coderide

CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless…

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

Anirbanbasu Pymcp

4.7/10
ai.smithery/anirbanbasu-pymcp

Primarily to be used as a template repository for developing MCP servers with FastMCP in Python, P…

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

Arjunkmrm Sg Bus Test

4.7/10
ai.smithery/arjunkmrm-sg-bus-test

Get real-time bus arrival times for any Singapore bus stop by code, with optional service filterin…

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

Docfork MCP

4.7/10
ai.smithery/docfork-mcp

@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…

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

Exa Labs Exa Code MCP

4.7/10
ai.smithery/exa-labs-exa-code-mcp

Find open-source libraries and fetch contextual code snippets by version to accelerate development…

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

MCP Dincoder

4.7/10
ai.smithery/flight505-mcp_dincoder

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime DinCoder brings the…

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

Pharminfo MCP

4.7/10
ai.smithery/hjsh200219-pharminfo-mcp

Look up Korean drug ingredient and product data by HIRA component and product codes via Pilldoc. V…

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

Neverinfamous Memory Journal MCP

4.7/10
ai.smithery/neverinfamous-memory-journal-mcp

A MCP server built for developers enabling Git based project management with project and personal…

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

Context7Fork

4.7/10
ai.smithery/renCosta2025-context7fork

Get up-to-date, version-specific documentation and code examples from official sources directly in…

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

Saidsef MCP Github Pr Issue Analyser

4.7/10
ai.smithery/saidsef-mcp-github-pr-issue-analyser

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.…

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

Samihalawa Whatsapp Go MCP

4.7/10
ai.smithery/samihalawa-whatsapp-go-mcp

Scan QR codes and go! No more troublesome autos or APIs! Send text messages, images, links, locati…

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

Iox Cloud

4.7/10
cloud.iox/iox-cloud

Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.

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

MCP Server

4.7/10
com.arcjet/mcp

An MCP server for Arcjet - the runtime security platform that ships with your AI code.

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

Driflyte MCP Server

4.7/10
com.driflyte/driflyte-mcp-server

Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.

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

MCP Server

4.7/10
com.linkbreakers/mcp

QR-driven customer-journey platform for tracked QR codes, short links, and analytics.

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

Textarttools MCP

4.7/10
com.textarttools/textarttools-mcp

Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fonts

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

Vehicle Data

4.7/10
com.vincario/vehicle-data

Vehicle data for AI: VIN decoder, automotive specs, stolen checks, valuation and way more.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code 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.