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.
82 0 MCP
4.7/1082-0 Dream is a browser-based NBA all-time lineup builder where players spin a slot machine for
Panchangam
4.7/10Telugu Panchangam: tithi, nakshatra, muhurtas, festivals, tarabalam, gochara, daily rasi phalalu
Unterm
4.7/10The terminal AI agents can drive: spawn panes, run commands, read screens, scrolling screenshots.
Nauro
4.7/10Decision system for AI coding agents. Surfaces what your project decided, and why, before changes.
Aetherwave MCP
4.7/10Music, image, video and audio generation across top AI providers - one key, one credit pool.
Suitecrm MCP
4.7/10Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.
Tidebase
4.7/10Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from your AI assistant.
MCP Memory Rs
4.7/10Local-first agent memory: versioned JSON categories, BM25 search, per-device ACL, fleet sync.
MCP Vl Msa Rs
4.7/10Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.
Woody MCP
4.7/10Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base.
I1N
4.7/10Agent-complete localization: extract strings, push keys, AI-translate, pull type-safe TS types.
Flashbank
4.7/10Fixed-fee P2P term loans (no oracles) and flash loans on Ethereum, Base, Arbitrum and Sepolia.
Oraclarr
4.7/10Read-only diagnostic MCP server for a self-hosted arr stack (Sonarr, Radarr, Prowlarr & more).
Banco De Ideas MCP
4.7/10Read, publish and explore creative bisociations between concepts on unbancodeideas.com.
Docjet MCP
4.7/10Render branded PDFs and PNG images from templates or raw HTML via the DocJet API. Free tier.
Obsidian Hybrid Search
4.7/10Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.
Font Proof MCP
4.7/10Create and modify Font Proof documents programmatically (PDF font proofs, live from Glyphs.app).
Glippy MCP
4.7/10GEO (Generative Engine Optimization) analysis: check any domain's AI-readiness for LLM search
Thask
4.7/10Dependency-graph MCP server. Tells Claude/Cursor what breaks if you change X. Provenance guards.
Stackql MCP
4.7/10SQL-native query and provisioning engine for cloud infrastructure, served over MCP.
Melta Ui
4.7/10AI-Ready design system MCP: melta UI tokens, component contracts, 99 rules, check_html self-verify
Wundervault MCP
4.7/10Zero-knowledge MCP secrets vault for AI agents: secrets injected at runtime, never seen by the model
Seedance Video Generation
4.7/10Pay-per-call AI video generation (Seedance text-to-video) via x402. USDC on Base, no API key.
MCP Server
4.7/10MCP server for the PDFGate API. Generate PDFs, manage documents and handle e-signatures.
Agent Incident Reporter MCP
4.7/10Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 serious-incident repo
MCP Server
4.7/10Source-provenanced US federal healthcare provider data over MCP, with 14-tuple provenance.
Cli Bridge MCP
4.7/10Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.
Mcpserver
4.7/10AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.
Supermemory
4.7/10MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.
Cirdan
4.7/10AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents
Albu MCP
4.7/10AlbumentationsX MCP for batch previews, compare preview runs, segmentation masks, and exports.
Mindwtr
4.7/10Task and project automation for local Mindwtr data, with read-only self-hosted Cloud access.
Latent Lounge MCP
4.7/10Visit The Latent Lounge: AI agents play paid puzzles & duels, paying in USDC via x402
Shearline
4.7/10Analyst-grade US severe weather: warnings, SPC outlooks, RAP environment, MRMS, GLM lightning
Agent MCP
4.7/10MCP tools from three.ws: free + paid text-to-3D, rigging, agent reputation, market intel.
Ibm X402 MCP
4.7/10x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.
Pumpfun Solana MCP
4.7/10Free, read-only pump.fun + Solana MCP: token discovery, on-chain analysis, SNS, 3D snapshots.
Three Token MCP
4.7/10Price, hold, and burn $THREE on Solana — the first MCP server whose actions burn a token.
X402 Bridge
4.7/10Pay any x402 endpoint on the open web: auto-paying bridge with Bazaar discovery and spend caps.
Darwin Memo
4.7/10Self-curating agent memory kept honest by survival-based selection over measured outcomes.
Godot MCP
4.7/10Agent-driven Godot playtesting: editor control, input injection, game-time stepping, live state.
Pdf Card MCP
4.7/10Local-first MCP server + CLI that turns PDFs into source-linked, card-based HTML readers.
Mindcore Memory
4.7/10AI long-term memory MCP server with importance scoring and confidence calibration
MCP Server
4.7/10Feature flags, A/B experiments, kill switches, dynamic config & i18n — Shipeasy MCP server.
Anythink
4.7/10Sick of stitched-together services? Anythink is the all-in-one backend, configured with AI.
MCP Server
4.7/10MCP server for Web Bluetooth on iOS Safari: scaffolding, UUID lookup, extension detection.
Windows MCP Server
4.7/10Local Windows management, diagnostics, security, cleanup, and optimization MCP server.
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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.