Live · updated 3 hr ago 16,091 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 16,091
Categories 18
Official Servers 0
Remote-Hosted 7,768

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.

Projscan

4.5/10
io.github.abhiyoheswaran1/projscan

Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Twocaptcha MCP

4.5/10
io.github.aruxojuyu665/twocaptcha-mcp

Full 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Thryx Portfolio

4.5/10
io.github.lordbasilaiassistant-sudo/thryx-portfolio

Read-only MCP server for the THRYX onchain portfolio (14 contracts on Base mainnet).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Heu MCP

4.5/10
io.github.lucavisconti211-debug/heu-mcp

HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, download PDFs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Splitifi MCP

4.5/10
io.github.mysplitifi/splitifi-mcp

Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M court records.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Opportunity MCP

4.5/10
io.github.revolutionarybukhari/opportunity-mcp

Search youth opportunities (scholarships, fellowships, internships) from any AI assistant.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Tcg MCP

4.5/10
io.github.seanlok/tcg-mcp

Pokemon TCG MCP server: PSA grading, collection management, and multi-provider pricing.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Openclaw Output Vetter MCP

4.5/10
io.github.temurkhan13/openclaw-output-vetter-mcp

Verify AI agent claims vs reality: inline grounding-check + swallowed-exception + transcript review.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Msaccess Database

4.5/10
io.github.unmateria/msaccess-database

Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Pixelcheck

4.5/10
io.github.xcodethink/pixelcheck

Real eyes and hands on the web for AI agents. MCP-first. Local-first. Vendor-agnostic.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Vmware Harden

4.5/10
io.github.zw008/vmware-harden

VMware compliance scanning (CIS, vSphere SCG, GB/T 22239, PCI-DSS) with drift detection.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ahrefs

4.5/10
com.mcparmory/ahrefs

Analyze domain authority, backlinks, traffic, and keyword rankings for SEO intelligence

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Atlassian Confluence

4.5/10
com.mcparmory/atlassian-confluence

Create, manage, and search Confluence pages, attachments, and content with full automation support

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Bitbucket

4.5/10
com.mcparmory/bitbucket

Manage repositories, branches, webhooks, and pull requests in Bitbucket workspaces

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Browserbase

4.5/10
com.mcparmory/browserbase

Create and control browser sessions for web automation, testing, and AI agent tasks

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Browser stdio

Canva

4.5/10
com.mcparmory/canva

Create designs, manage assets, and automate design generation from external workflows

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Customerio Journeys Track

4.5/10
com.mcparmory/customerio-journeys-track

Track customer data, manage audience segments, and trigger personalized campaigns

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Datadog

4.5/10
com.mcparmory/datadog

Monitor infrastructure, manage agents and deployments, track metrics, logs, and events

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
DevOps stdio

Google Analytics

4.5/10
com.mcparmory/google-analytics

Query GA4 analytics data with custom reports, pivot tables, and audience exports

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Analytics stdio

Google Maps

4.5/10
com.mcparmory/google-maps

Geocode addresses, calculate directions, and search places with maps and routing

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Geolocation

4.5/10
com.mcparmory/ip2location-geolocation

Look up IP address location and geolocation data with country, city, timezone, and ISP details

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Mailtrap

4.5/10
com.mcparmory/mailtrap

Send emails and manage sending domains, suppression lists, and delivery analytics

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Email stdio

Netlicensing

4.5/10
com.mcparmory/netlicensing

Create and manage software licenses, products, modules, and customer licensing agreements

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Pagerduty

4.5/10
com.mcparmory/pagerduty

Manage incidents, on-call schedules, escalation policies, and alert notifications

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Calendar stdio

Parallel

4.5/10
com.mcparmory/parallel

Search the web, extract content, and run distributed tasks with AI-powered automation

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Perplexity

4.5/10
com.mcparmory/perplexity

Search the web, generate AI responses, and create embeddings with real-time information

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Polygon

4.5/10
com.mcparmory/polygon

Access stock, crypto, and ETF market data, analyst ratings, earnings, and financial news

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Postman

4.5/10
com.mcparmory/postman

Create, organize, and manage API collections, specifications, and team workspaces

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Microsoft Todo

4.5/10
io.github.MAG-Cie/mcp-microsoft-todo

MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no client secret needed.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Sentinal MCP

4.5/10
io.github.Musaraf-M/sentinal-mcp

Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

N3Mc Workingmemory

4.5/10
io.github.NeuralNexusNote/n3mc-workingmemory

Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

India MCP Railways

4.5/10
io.github.Samarth-23-eng/india-mcp-railways

MCP server for Indian Railways: search trains, stations, schedules and live status.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

India MCP Rto

4.5/10
io.github.Samarth-23-eng/india-mcp-rto

MCP server for Indian vehicle RTO: decode number plates, calculate road tax, check RTO offices.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

World Model MCP

4.5/10
io.github.SaravananJaichandar/world-model-mcp

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Einvoicing De

4.5/10
io.github.cmendezs/mcp-einvoicing-de

German e-invoicing MCP server: ZUGFeRD 2.x, XRechnung 3.x, EN 16931, KoSIT validation, Peppol.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Gsep MCP

4.5/10
io.github.gsepcore/gsep-mcp

AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self-evolving prompts.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Author MCP Server

4.5/10
io.github.litheonhq/author-mcp-server

Recall, check, search, timeline, and graph tools for fiction writers via Seizn Memory v3.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio

Filevine MCP

4.5/10
io.github.oktopeak/filevine-mcp

Open-source MCP server connecting Claude to Filevine practice management. Built by Oktopeak.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mneme Ai

4.5/10
io.github.patsa2561-art/mneme-ai

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.5/10
io.github.pzfreo/build123d-mcp

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Bash Vet MCP

4.5/10
io.github.temurkhan13/bash-vet-mcp

Vet LLM-emitted shell commands BEFORE execution. 26 destructive-pattern rules / 8 families.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Recall

4.5/10
com.clauderecall/recall

Persistent memory for Claude Code. Search, recall, and re-inject context from any session.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Bitbooth Fetch

4.5/10
io.github.Drock91/bitbooth-fetch

Pay-per-fetch via x402. Agent pays 0.005 USDC, gets clean markdown for any URL. No API keys.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Evermint MCP

4.5/10
io.github.EverMint-app/evermint-mcp

Mint tamper-evident receipts for AI agent actions. The notary layer for agent-to-agent transactions.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Proofflow

4.5/10
io.github.Hyperion-GPU/proofflow

Audit infrastructure for AI coding agents with evidence-backed review and policy gates.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Credence

4.5/10
io.github.Lakshmi-Chakradhar-Vijayarao/credence

Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Formacv

4.5/10
io.github.Rocketech-Software-Development/formacv

FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and ATS push-back.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

India MCP Banking

4.5/10
io.github.Samarth-23-eng/india-mcp-banking

MCP server for Indian banking: IFSC lookup, UPI VPA validation, bank UPI status.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

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New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

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.

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.