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.
Humanpen MCP
4.5/10Document-level AI humanizer for .docx/.pptx: whole file, selected passages, or flagged text.
Entyrix MCP
4.5/10KYB data from 23 European business registries — search, financials, compliance, network graphs
Apex Psi MCP
4.5/10Cryptographic truth infrastructure for AI agents: seal, verify, anchor, cite, audit.
Better Workspace MCP
4.5/10Google Workspace MCP — Docs, Drive, Calendar, Gmail, Sheets, Slides, Tasks, Chat, People, Forms
Proventools
4.5/10Read-only ProvenTools business ideas, evidence, build prompts, and validation reports.
Oracle Feeds MCP
4.5/10On-chain price oracles: Chainlink (5 chains) + Pyth, staleness-flagged, no forced RPC key.
Cudaq Docs MCP
4.5/10CUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.
Google Ai Search MCP
4.5/10Google AI search and documentation tools for MCP clients using Vertex AI or the Gemini API.
Hammerspoon MCP
4.5/10Control macOS through Hammerspoon: windows, apps, and API search. Injection-safe by design.
Cnnfag
4.5/10CNN's Fear & Greed index for the US stock market: score, rating, indicators and daily history.
Ocular
4.5/10Vision tools for coding agents: screenshots, OCR, UI diffs, errors, tables, and charts.
MCP Linkedin Post Engager Capture
4.5/10Track LinkedIn posts from profiles and company pages, with the commenters LinkedIn shows publicly.
Analytixus MCP
4.5/10Analytixus DnAML repository access (read/write nodes, tree navigation, solutions) via MCP.
Evr
4.5/10Checks agent traces for evidence-readiness: verifies evidence is present, not that it is true.
Scanpay
4.5/10Code security scanner for AI agents. 45+ vulnerability patterns, AST analysis, Solana micropayments.
Chimeraforge
4.5/10Local-first LLM deployment planner: GPU/VRAM sizing, cost and latency, with provenance
Publiar
4.5/10Ecrit des lead magnets LinkedIn qui refusent d'inventer, rend le visuel et publie.
Chamber
4.5/10Cited Q&A over your own notes, plus drift detection when a cited source changes. Local-first CLI.
Dotplot MCP
4.5/10Product analytics for user flows: aha moments, retention, funnels, per-user dot plots. YC method.
Droidsight
4.5/10Drives a real Android device over ADB and attaches the resulting screen to every action.
MCP Sandbox Computer Vm For Ai
4.5/10Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard.
Exam Sheet
4.5/10Generate a timed exam on any topic and take it in an interactive exam sheet with live grading.
Halowerk MCP
4.5/10134 paid APIs as MCP tools, billed per call in USDC on Base. No account, no login.
Meet Live Assist
4.5/10Your own agent inside a live Google Meet or Zoom call. Local-first, no hosted service.
Semver Checks
4.5/10Detect breaking changes in your TypeScript library's public API and recommend the SemVer bump.
Shopify Store Builder MCP
4.5/10MCP server for building Shopify stores via the Admin GraphQL API: themes, pages, and navigation
Qseow MCP
4.5/10Agent tools for Qlik Sense Enterprise on Windows: troubleshoot, govern, query and build.
Oraclebone
4.5/10Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.
Sas MCP Server
4.5/10Execute SAS code and query Compute, CAS, and model APIs on SAS Viya via OAuth 2.0.
Thebrain
4.5/10MCP server for TheBrain 15: search by meaning, graph traversal and batch writes over the local API
MCP Server
4.5/10Convert, compress, resize and trim images, audio, video and PDFs from local paths.
Coinrebate
4.5/10Compliance-filtered crypto exchange fee comparison and rebate-link routing for AI agents.
Image Gen
4.5/10Generate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.
Google Ads Manager MCP
4.5/10Unofficial MCP server for Google Ads: reporting plus safe draft/confirm campaign management.
Blazingcdn MCP
4.5/10Manage BlazingCDN from AI agents: CDN zones, cache, metrics, domains, cloud storage and video CDN
Mellos Mapping
4.5/10Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.
Claude Agy MCP
4.5/10Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.
Jules Dispatch
4.5/10Batch-dispatch coding tasks to Google Jules: 50 parallel sessions, plan approval, PR collection.
MCP Docs Ask
4.5/10Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.
Powerbi Pbix MCP
4.5/10Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.
Looktwice MCP
4.5/10Email, EU VAT, IBAN, and domain validation plus evidence-backed U.S. CPSC recall screening.
Hlix
4.5/10Work with Hlix projects, tasks, cycles, comments, and verified reviews in one workspace.
Iamf Sentinel MCP
4.5/10MCP server for the iamf-sentinel IAMF conformance validator and the iamf-loom packager
Sw Postgres MCP
4.5/10Safe-write Postgres MCP server with preview-before-execute writes and rollback safety.
Aiterm MCP
4.5/10Persistent terminals and one launcher for Claude, Codex, Grok, and Cursor harnesses.
Apex Contabil
4.5/10Framework MCP do Apex ERP Contábil: CNAEs, jurídico, obrigações, financeiro, marketing e WhatsApp.
Longhorn MCP
4.5/10MCP server for the Longhorn distributed storage manager API, with a --read-only mode.
Trmm MCP
4.5/10Read your TacticalRMM fleet; run commands only after per-command human approval.
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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.