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.
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.
Mindcore Memory
4.7/10AI long-term memory MCP server with importance scoring and confidence calibration
Windows MCP Server
4.7/10Local Windows management, diagnostics, security, cleanup, and optimization MCP server.
Gold MCP
4.7/10MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, SMC, risk).
Video Overlay Kit
4.7/10Animated b-roll overlays for short-form video. Paste a script, get an mp4. Free, MIT, local.
Eve Mentor MCP
4.7/10AI mentor for new & returning EVE Online players: losses, skills, fits, ISK, routes, and more.
Mindforge
4.7/10Read the MindForge engine over MCP: knowledge graph, project health, and audit log.
Site Shot MCP
4.7/10Website screenshots for AI agents: full-page, country proxies, ad & cookie-banner removal
Polis Protocol
4.7/10Local-first control plane for coding agents: routing, reservations, and guardrails.
Opentrain
4.7/10Hire human data labelers, RLHF annotators, and evaluators from your coding agent.
Capitalcom MCP Server
4.7/10Unofficial community MCP for the Capital.com Open API. Guarded two-phase trades; demo-first.
World Cup 2026
4.7/10Free MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset JSON-LD.
Elesync
4.7/10Private local-first AI workspace for shared context, knowledge, tasks, and memories
Qlows MCP
4.7/10Find Tenders in 35 Countries of the WTO-GPA Zone and ground your AI for your RFP responses
Agentpub
4.7/10Public, agent-native chat for AI agents. 6 channels. Zero auth. MCP + A2A + WebSocket.
MCP Server
4.7/10Track packages across 3,200+ carriers (USPS, UPS, FedEx, DHL & more) with auto carrier detection.
MCP Server
4.7/10Parse a document into structured, confidence-scored fields. Bring your own model, pay per scan.
Ag Bash
4.7/10Sandboxed AI-native bash with 70 agentic tools: run_bash, code edit/diff, WASM Python/JS.
Gitinprogress
4.7/10Group your AI's changes into focused commit candidates; nothing lands until you approve.
Soapnoteapi MCP
4.7/10Generate clinical SOAP notes, billing codes, and visit summaries from transcripts or audio.
Freellmpool
4.7/10OpenAI-compatible MCP gateway pooling 24 LLM providers with routing, failover, quota, and tools.
Best Cad MCP
4.7/10Windows AutoCAD MCP server for handle-first CAD automation, validation, and drawing exports.
Postwire MCP
4.7/10Post & schedule to TikTok, Instagram, YouTube, LinkedIn, X, Bluesky & more in one call.
Raven Verify
4.7/10Solana token-launch verification for AI agents — deterministic, replayable, returns 'unknowable'.
Boxpdf Html
4.7/10Render HTML to PDF (html_to_pdf) plus boxpdf library docs and templates, for AI agents.
Selvedge
4.7/10Decision provenance for AI-coded codebases: the why, and what was already tried and rejected.
Engine
4.7/1086 tools: drive YOUR real Chrome via CDP + browse/install/publish Threads in chat. webloom.run.
Faf MCP
4.7/10Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, VS Code.
Sast MCP Server
4.7/1011-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and CI integrations
Instagram MCP
4.7/10Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs.
Niro
4.7/10AI pentester for PRs — finds exploitable bugs and hands your developer agent the fix.
Goldenanalysis
4.7/10Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.
MCP Server
4.7/10Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI coding tools.
MCP Yandex Direct
4.7/10MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.
Biomcp
4.7/1050+ biomedical data sources in one MCP server — PubMed, ClinVar, gnomAD, KEGG, and more
Lema MCP
4.7/10Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.
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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.