Live · updated 9 hr ago 12,249 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 12,249
Categories 18
Official Servers 0
Remote-Hosted 5,475

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 All12,249 Git / Code7966 Other1516 Search1431 Filesystem452 Database340 AI / ML93 Email73 Finance71 Cloud62 Calendar49 Analytics45 Browser36 Docs28 DevOps25 Design24 Productivity14 Web Scraping12 Communication12
7,729–7,776 of 7,966 servers · Git / Code

Razorpay

3.7/10
io.github.indiamcp/razorpay

MCP server for Razorpay API.

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

Ctnp MCP

3.7/10
io.github.jitsmaster/ctnp-mcp

Ingeniux CTnP MCP server for personalization, A/B testing, and audience management.

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

Modelrisk MCP

3.7/10
io.github.vosesoftware/modelrisk-mcp

Read, build, fit, and run Monte Carlo risk models in Excel through Vose Software's ModelRisk.

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

Unlimited MCP

3.7/10
io.github.triumsebas/unlimited-mcp

Delegate coding and sysops tasks to cheaper agents or local LLMs via durable background job queues.

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

Hydite MCP

3.7/10
io.github.Aiomx/hydite-mcp

Hydite MCP

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

Homecastr

3.7/10
io.github.dhardestylewis/homecastr

Home price forecasts for any US address or neighborhood. P10/P50/P90 bands across 1–5 year horizons.

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

Goldbean

3.7/10
io.github.wuzenghai616-lang/goldbean

MCP server for GoldBean — 10 x402-paid APIs for AI Agents. Pay-per-call with USDC on Base.

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

Deliberation

3.7/10
io.github.antonbabenko/deliberation

Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400+ OpenRouter models.

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

Agent Sudo MCP

3.7/10
io.github.Kisyntra/agent-sudo-mcp

MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit for AI agents.

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

Core

3.7/10
io.github.perceptdot/core

B2A2H MCP server — AI agent app store. Auto-discover and recommend MCP servers for any project.

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

Sentry

3.7/10
io.github.perceptdot/sentry

AI agent vision for Sentry error tracking — with ROI measurement. perceptdot.com

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

Vew MCP

3.7/10
io.github.YawLabs/vew-mcp

Browser MCP: drive a real Chromium via Playwright with compact ref-addressable page snapshots

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

Deskbrid

3.7/10
io.github.coe0718/deskbrid

Linux automation. 92+ MCP tools: windows, input, screenshots, clipboard, print, AT-SPI. 9 DEs.

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

MCP Anvil

3.7/10
com.aiinfradecoded/mcp-anvil

Local MCP gateway daemon: route, audit, and inspect MCP servers from one config.

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

Polarity MCP

3.7/10
io.github.radar989/polarity-mcp

Real-time threat intelligence lookups and IOC parsing from your self-hosted Polarity instance.

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

Agentvuln

3.7/10
io.github.Mikehzp/agentvuln

Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injections, and more.

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

Tiacommander MCP

3.7/10
io.github.a4webdev/tiacommander-mcp

Siemens TIA Portal MCP server — AI-assisted PLC programming. 16 tools, 166 actions.

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

MCP Server

3.7/10
com.overlayqa/mcp

Run accessibility & contrast audits and file QA issues from Claude Code, Cursor, and Windsurf.

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

News Server

3.7/10
io.github.rubtuc/news-server

获取今日新闻，支持按分类筛选（科技、商业、科学）

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

Kairos

3.7/10
io.github.stardustxx/kairos

Astrology decision support: accurate Swiss Ephemeris charts with calibrated classical verdicts.

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

Scope Analytics MCP

3.7/10
io.github.wally827/scope-analytics-mcp

Install + query Scope analytics from an AI coding agent (Claude Code, Cursor, etc.).

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

Gatekeeper MCP Server

3.7/10
io.github.CAST-Extend/gatekeeper-mcp-server

CAST Dashboard MCP server for compliance, quality, and technical debt insights for AI agents

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

Almega MCP

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

A wallet & guardrail for AI agents: spending limits, human approval, and an audit ledger.

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

Agy Headless Bridge

3.7/10
io.github.rhishi99/agy-headless-bridge

Call Google's Antigravity CLI (agy) headlessly from non-TTY contexts (subprocess, MCP, CI).

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

Pmcontrols MCP

3.7/10
io.github.arikanatakan/pmcontrols-mcp

Project scheduling and earned value tools (CPM, PERT, crashing, EVM) for AI agents.

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

Blogcaster MCP

3.5/10
io.github.BamaCharanChhandogi/blogcaster-mcp

An MCP server for the BlogCaster project.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

MCP Server

3.5/10
io.github.Fibery-inc/mcp

Connect AI Assistant to Fibery — operating system for orgs run by nerds.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Forkast MCP Docs

3.5/10
io.github.ForkastPredict/forkast-mcp-docs

MCP server for querying Forkast documentation

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Speeron Next

3.5/10
io.github.Speeron-Polska/speeron-next

Speeron NEXT Digital Guest Journey MCP server (remote HTTP endpoint).

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Javelin Guardrails MCP Server

3.5/10
io.github.abhijitjavelin/javelin-guardrails-mcp-server

An MCP server that provides Javelin Standalone Guardrails

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Phos Analytics Engine

3.5/10
io.github.albermm/phos-analytics-engine

Sales analytics, ML forecasting, customer segmentation, and trend analysis.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Arcar MCP

3.5/10
io.github.arcar-org/arcar-mcp

Servidor MCP para integraciones con arcar.org

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

N8N MCP Server

3.5/10
io.github.arcar-org/n8n-mcp-server

Servidor MCP para integraciones con arcar.org

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Bitrix MCP Rest

3.5/10
io.github.bitrix24/bitrix-mcp-rest

MCP server that delivers up-to-date Bitrix24 REST API documentation.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Nsfw Image Detector

3.5/10
io.github.bookyo/nsfw-image-detector

NSFWJS-based image safety detector (GIF/APNG/WebP/JPEG/PNG).

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

MCP Server

3.5/10
io.github.greetwell/mcp

Discover and book 5,000+ curated local experiences across 500 US destinations.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Testops MCP

3.5/10
io.github.katalon-studio/testops-mcp

Katalon TestOps Model Context Protocol (MCP) server

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Maxia

3.5/10
io.github.majorelalexis-stack/maxia

AI-to-AI Marketplace on Solana. 22 tools: crypto, stocks, GPU, DeFi, sentiment.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Milemaker MCP

3.5/10
io.github.mile-maker/milemaker-mcp

MileMaker MCP server provides mapping services for commercial transportation.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Anchord

3.5/10
io.github.nolenation04/anchord

Read-only MCP for identity resolution and write guardrails.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Amazon Advertising Ppc Prophet

3.5/10
io.github.philmccarty/amazon-advertising-ppc-prophet

Amazon Ads MCP with 27+ tools for analytics, wasted spend, and automation.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Coremodels

3.5/10
io.github.qg-aramai/coremodels

Schema modeling in JSON, JSON-LD, and other formats with CoreModels platform.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Wolfpack Intelligence

3.5/10
io.github.rok-labs/wolfpack-intelligence

On-chain security and market intelligence for trading agents on Base.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Tonr Music

3.5/10
io.github.tanayyo1/tonr-music

Free, copyright-safe AI music library for video creators and AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Crypto Price

3.5/10
io.github.therealMrFunGuy/crypto-price

Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Invoice Pilot

3.5/10
io.github.therealMrFunGuy/invoice-pilot

PDF invoicing with auto-chase reminders, email delivery, and payment tracking.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Qr Generator

3.5/10
io.github.therealMrFunGuy/qr-generator

Generate QR codes with custom colors, logos, vCards, and WiFi configs.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Solana Pay

3.5/10
io.github.therealMrFunGuy/solana-pay

On-chain Solana payments for MCP services with SOL and USDC support.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
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.