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.
Audience Readiness Guidance Workbench
3.9/10Build a client-facing brief from approved sections while recording omissions for internal follow-up.
Deadline Locale Guidance Complete
3.9/10Choose a timezone interpretation for unlabeled milestones while preserving explicitly labeled tim...
Deadline Locale Guidance Identifier
3.9/10Choose a timezone interpretation for unlabeled milestones while preserving explicitly labeled tim...
Deadline Locale Guidance Workbench
3.9/10Normalize milestone deadlines to UTC and retain the source timezone used for each conversion.
Delivery Recovery Guidance Workbench
3.9/10Turn delivery failure details into a bounded retry schedule and a next-action handoff record.
Draft Precedence Guidance Complete
3.9/10Select the highest approved document version within the requested major release line.
Draft Precedence Guidance Identifier
3.9/10Select the highest approved document version within the requested major release line.
Notification Cadence Guidance Complete
3.9/10Choose a notification cadence and deduplication key for an operations update stream.
Notification Cadence Guidance Identifier
3.9/10Choose a notification cadence and deduplication key for an operations update stream.
Notification Cadence Guidance Workbench
3.9/10Group operational updates into a scheduled digest, remove duplicates, and report delivery timing.
Supplier Name Resolution Complete
3.9/10Reconcile vendor aliases into a canonical supplier name using registration data and suffix-aware...
Supplier Name Resolution Identifier
3.9/10Reconcile vendor aliases into a canonical supplier name using registration data and suffix-aware...
Base Usdc Receivables Auditor
3.9/10Dual-RPC Base USDC receivables reconciliation with safe finality and fail-ambiguous matching.
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
Respira Wordpress
3.9/10AI-native WordPress editing across 17 page builders. 248 tools, 352 with WooCommerce. Safe writes.
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
3.9/10Censorship data, Sentinel forecasts and agent relay tools. Relay messages are readable by the relay.
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.
Perseus
3.9/10Live context engine for AI agents. 27+ MCP tools: health, memory, skills, file trees on demand.
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.
Eth Library MCP
3.9/10ETH Library Discovery API
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.
Agent Incident Reporter MCP
3.9/10Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 serious-incident repo
Mobility Quote
3.9/10Route options, fare estimates, ETA, and ride deeplinks via the KLO Mobility A2A agent.
Creditsync
3.9/10Track credit card benefits, welcome offers, loyalty points, and money deadlines. No bank login.
Norolu Frameworks
3.9/10Fill 3C / SWOT / MECE / OKR into your local file. Local-first, zero-trust strategy cockpit.
Orcpin
3.9/10Paid x402 facts for AI agents: signed statements, door reports, endpoint checks, chain reads
Devkit For Strapi MCP
3.9/10Accurate Strapi project facts (UIDs, schemas, references) for AI agents — no more guessed UIDs.
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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.