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.
Ipnex
3.9/10Cited, confidence-stamped patent intelligence over US university tech-transfer out-licensing.
Agenticbi MCP Server
3.9/10Connect Claude, Cursor, or ChatGPT to your business data. Ask questions, get answers.
Velaris Intelligence
3.9/10AI-generated customer success reports for Velaris platform users. Authenticates via OAuth.
Brains MCP Connector
3.9/10Personal wiki and memory layer for AI assistants. Persistent, structured memory across sessions.
Link Center
3.9/10Dynamic, editable QR codes + short links with scan analytics and branded QR rendering.
Travseal
3.9/10A plug-and-play MCP Server for automated, low-cost C2PA provenance stamping via Base L2.
Indicator Code
3.9/10Verified cross-platform implementations of Owl Group Trading indicators as queryable code.
Osf Data Marketplace
3.9/10Verifiable public-domain US gov & scientific data for AI agents. Pay-per-record via x402 USDC.
Kavra Siegel
3.9/10Qualified eIDAS RFC 3161 timestamping for AI workflow provenance. SIGNIUS/IDnow backbone.
Chrono MCP
3.9/10Deterministic time tools for AI agents: timezone conversion, business-day math, cron interpretation.
Codebook MCP
3.9/10Exact reference codes for AI agents: countries, currencies with minor units, HTTP status, MIME.
Digest MCP
3.9/10Exact hashing, base64/hex/URL encoding, JWT decoding and UUIDs for AI agents. No auth required.
Ident MCP
3.9/10Checksum validation for AI agents: IBAN, ISBN, EAN/GTIN, UUID, ULID. Deterministic, no auth.
Textops MCP
3.9/10Exact text tools for AI agents: unified diff, patch apply, regex testing, grapheme counting.
Smartmatch
3.9/10Analyze job listings against your resume, track applications, and generate cover letters.
Facturx Toolkit
3.9/10Validate, extract, repair and generate French Factur-X / EN16931 invoices via AgentForge API
Fetch Extract
3.9/10MCP server (stdio): fetch web pages as clean readable markdown via the AgentForge API
Schema Validate
3.9/10MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via the AgentForge API
Url Alive Check
3.9/10MCP server (stdio): check if URLs are alive (status, redirects, latency) via the AgentForge API
Dopamine Shop
3.9/10A parody shop your AI agent can 'buy' from - deliveries get eaten by whales. 100% fake.
Slidemaster MCP
3.9/10Create AI presentation videos with slides, narration, TTS audio, and MP4 export from any topic.
Aws MCP
3.9/10A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.
MCP Proxy For Aws
3.9/10AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.
Netscaler Console MCP Server
3.9/10MCP server providing AI assistants the ability to interact with NetScaler environments
Investbuddy
3.9/10LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & portfolio analysis.
MCP Pdf
3.9/10MCP server for creative PDF generation with full emoji, Unicode, and offline support
MCP Sheets
3.9/10Google Sheets integration with OAuth, spreadsheet management, batch operations, and formatting
Statbotics
3.9/10Statbotics MCP Server
Tba
3.9/10The Blue Alliance MCP Server
MCP Server
3.9/10Email for AI agents. Create mailboxes, send/receive emails, and auto-extract verification codes.
MCP Server
3.9/10Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity provenance
Meta Skill
3.9/10The skill that creates skills
Ad Creative Intelligence
3.9/10Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
Amazon Seller Operations
3.9/10Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal intelligence.
Customer Retention Ltv
3.9/10Customer LTV, churn risk, repurchase, lifecycle email, and winback intelligence.
Ecommerce Command Center
3.9/10Daily ecommerce revenue, inventory, listing, shipping, and restock operations intelligence.
First Party Data Cro
3.9/10First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intelligence.
Social Commerce Intelligence
3.9/10Creator ROI, video conversion, trends, affiliate, and social commerce intelligence.
Unified Ad Intelligence
3.9/10Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligence.
MCP Server
3.9/10Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any MCP client.
Rason MCP Server
3.9/10Build, solve, and analyze RASON optimization, simulation, data science, and decision models
Ghl Master
3.9/10The GoHighLevel MCP for Claude — 214 tools, programmatic workflow builder, multi-tenant.
MCP Server
3.9/10Run web performance audits, get code-level fixes, crawl for SEO, and read real-user Core Web Vitals.
MCP Korea Worklife
3.9/10Korean calculators: salary take-home, severance, jeonse-rent, annual leave, VAT, pyeong.
Hourledger MCP
3.9/10Work hours and overtime pay tools — federal, CA, AK, CO, NV rules, every rule covered by tests.
MCP Server
3.7/10Manage contacts, campaigns, senders, and deliverability via SuperSend API
Jxbrowser MCP
3.7/10MCP server to assist with JxBrowser development.
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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.