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.
Md To Pdf
4.5/10Convert markdown to professional PDFs with clickable table of contents. No API keys.
Macos Vision MCP
4.5/10Local OCR & image analysis via Apple Vision — no cloud, no API keys, ~97% fewer tokens on PDFs.
Photography
4.5/10Search and license C2PA verified fine art photography. 1,109 images, 55 countries.
MCP Documents Reader
4.5/10An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Excel files
Drawio MCP
4.5/10MCP server for creating and editing draw.io / diagrams.net XML files programmatically.
Mineru Open MCP
4.5/10Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.
MCP Server
4.5/10MCP server for TemplateFox PDF generation API - Generate PDFs from templates via AI assistants
Rendoc MCP Server
4.5/10Generate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.
MCP Server
4.5/10Search Polish public tenders (BZP + TED) — 800k+ tenders, profiles, statistics, glossary.
Mason
4.5/10Context engineering MCP server — generates CLAUDE.md files via structured codebase analysis
Gitlab Ci MCP
4.5/10GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).
Soul MCP Server
4.5/10MCP server for validating and generating SOUL.md agent identity files from Claude Desktop.
Ph Civic Data MCP
4.5/10PH civic data + auto-stitched area profiles (PSGC, PSA economy, infra, hazards). 29 tools.
Rivemcp
4.5/10MCP server for creating and editing Rive (.riv) animation files. 139 tools for AI-driven animation.
Studio Signal
4.5/10AI-powered media & entertainment intelligence — research, briefs, and market data.
Qaradar
4.5/10Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.
Agent Godmode
4.5/10Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM prompts.
MCP Server Cloud Fs
4.5/10Cloud replacement for mcp-server-filesystem — 20 tools for S3, Azure Blob, and GCS
P4Mcp Server
4.5/10Perforce P4 MCP server: changelists, files, shelves, workspaces, jobs, code reviews, and streams.
MCP Devtools
4.5/10MCP server giving AI agents safe access to filesystem, databases, processes, and APIs.
Code Context Engine
4.5/10Index your codebase. AI searches instead of re-reading files. 94% token savings.
Canvas Parent MCP
4.5/10Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, files
Unicefstats MCP
4.5/10UNICEF child development statistics: 790+ indicators, 200+ countries, SDMX-sourced. No API key.
Openclaw Skill Vetter MCP
4.5/10Vet third-party AI agent extensions + agent-config files (AGENTS.md, .cursor/rules, CLAUDE.md).
Heu MCP
4.5/10HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, download PDFs.
Taxformatter
4.5/10Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTax, CoinLedger.
Heu MCP
4.5/10HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, download PDFs.
Splitifi MCP
4.5/10Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M court records.
Ahrefs
4.5/10Analyze domain authority, backlinks, traffic, and keyword rankings for SEO intelligence
India MCP Banking
4.5/10MCP server for Indian banking: IFSC lookup, UPI VPA validation, bank UPI status.
Bawbel MCP
4.5/10Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring and threat intel.
Bawbel Scanner
4.5/10Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.
Android
4.5/10Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug
Regex Test MCP
4.5/10Trustworthy JS regex testing. Real offsets, named groups, safe against zero-width loops.
Context Bridge
4.5/10Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.
Vox
4.5/10Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + ElevenLabs TTS.
Gmem
4.5/10Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs.
Remote Filesystem
4.5/10MCP server for remote filesystem operations on cloud storage (Google Cloud Storage).
Glashaus MCP
4.5/10Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no account needed.
Osf Cli Go
4.5/10Read-only MCP tools for authenticated Open Science Framework projects and files.
Env Secret Exposure Analyzer MCP
4.5/10Scans projects for secret exposure: leaked API keys, unprotected .env files, and secrets in logs.
V8 Cpu Profile Decoder MCP
4.5/10MCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents
Vibie MCP
4.5/10Deploy HTML folders to vibie.page from Claude / Cursor — one-line install, OAuth, auto-update.
Vectora
4.5/10AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
MCP Server Hubspot
4.5/10HubSpot CRM: contacts, deals, tickets, line items, properties, marketing, files, workflows, threads
MCP Server Microsoft Files
4.5/10Microsoft 365 OneDrive files via Graph: list, search, get, upload, download, share, read text.
MCP Server Office
4.5/10Microsoft Office MCP server: read and edit Word documents, Excel workbooks, and PowerPoint files
MCP Server Replit Ssh
4.5/10Read, write, list, and check files on Replit projects over SSH/SFTP, plus SSH key setup.
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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.