The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
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.
MCP Server
4.5/10Healthcare reference data for AI agents: providers, drugs, diagnoses, labs, codes, claims.
MCP Server
4.5/10Operating contracts for AI agents. Structured instructions compiled into system prompts.
Ui Ticket MCP
4.5/10Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.
Agentfolio
4.5/10Query AI agent profiles, trust scores, verifications, and marketplace jobs on AgentFolio.
Cerebrus Pulse MCP
4.5/10Real-time Hyperliquid perps intelligence: TA, funding, OI, liquidations. Pay-per-call via x402.
MCP Server
4.5/10MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC & $1LY.
Demostudio
4.5/10Generate short-form video ads for Instagram Reels and TikTok from any AI assistant.
Stylemcp
4.5/10Brand rules for AI outputs. Validate and rewrite text to match your brand voice.
Session Forge
4.5/10Persistent memory and session intelligence for AI coding assistants. Zero config.
Sutra
4.5/10Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.
Jobgpt MCP Server
4.5/10Job search automation, auto apply, resume builder, application tracking, and recruiter outreach
Touchdesigner MCP Server
4.5/10MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents
Keymaster MCP
4.5/10Read-only runtime secret retrieval from HashiCorp Vault via Keymaster for autonomous AI agents.
Echorift MCP
4.5/10MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter)
Agent Payment MCP
4.5/10Secure USDC payments for AI agents on Base blockchain with budget controls and instant settlement.
Aegis
4.5/10Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.
Neuromcp
4.5/10Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
Panoramic Ireland Booking
4.5/10MCP server for Panoramic Ireland tours. Discover, check availability, and create bookings.
Fiftyone MCP Server
4.5/10Control FiftyOne computer vision datasets through AI assistants using 80+ operators.
Threadmap MCP
4.5/10Conversation drift visualization for Claude. Color-coded inflection points and one-click forking.
MCP Apollo
4.5/10Apollo.io MCP server. Search people, enrich contacts, find emails, research companies.
Agentanycast
4.5/10P2P runtime for A2A protocol. Encrypted agent communication with zero-config NAT traversal.
Tooltrust Scanner
4.5/10Scans MCP servers for prompt injection, data exfiltration, and privilege escalation.
MCP Server
4.5/10Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.
Codemagicmcp
4.5/10Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI
Huaweiappgallerymcp
4.5/10Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases.
Mcpclientmock
4.5/10MCP server for James Bloom MockServer - create expectations, verify requests, and manage mock state
Docvet
4.5/10Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks
Central Intelligence
4.5/10Persistent memory for AI agents. Store, recall, and share knowledge across sessions.
Clevername MCP
4.5/10AI agent governance — security scanning, BYOK routing, audit logging, and Council approvals.
Alfanous
4.5/10Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.
Vibe Hnindex
4.5/10Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.
Automotive Cybersecurity
4.5/10Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chinese GB/T
Eu Regulations MCP
4.5/10Query 47 EU regulations (GDPR, NIS2, DORA, AI Act) - 2,438 articles, 3,712 recitals, ISO 27001
Us Regulations MCP
4.5/10US compliance: HIPAA, CCPA, SOX, GLBA, FERPA, COPPA, FDA, EPA, FFIEC, NYDFS + 4 state privacy laws
Agent Payment MCP
4.5/10Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketplace.
Arcadedb
4.5/10Multi-Model database with built-in MCP server for SQL, Cypher, Gremlin, and GraphQL.
Safe Ssh MCP
4.5/10A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands
Rosetta MCP Server
4.5/10Rosetta/PyRosetta protein modeling and Biotite translation for computational biology
Strava MCP
4.5/10Connect Strava training data to Claude for training load analysis and activity insights
Browsegrab
4.5/10Token-efficient browser agent for local LLMs. Playwright + accessibility tree + MarkGrab.
Diffgrab
4.5/10Web page change tracking with structured diffs. markgrab + snapgrab integration.
Docpick
4.5/10Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.
Embgrep
4.5/10Local semantic search — embedding-powered grep for files, zero external services.
Markgrab
4.5/10Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube, PDF, DOCX.
Pdf Toolkit MCP
4.5/10Write-capable PDF toolkit MCP: 22 tools to read, create, render, encrypt, merge & fill PDFs.
Content Repurposer
4.5/10Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, and video.
Pokeapi MCP Server
4.5/10Empower your AI with Pokédex powers! Fetch and explore Pokémon data seamlessly via PokeAPI.
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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.