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.
MCP Server
4.1/10Generate images and videos with frontier AI models. Pay per use; credits never expire.
Distill Markets
4.1/10Verified SEC filing data for US equities: fundamentals, point-in-time values, 13F holders, insiders
Record
4.1/10Read-only record of AI vendor sub-processor lists, DPA notice windows and model retirements
New Site Radar
4.1/10Rising new AI tool sites with cross-checked traffic, revenue signals and model releases.
Crawl4Agent
4.1/10crawl4ai-compatible web crawler API: POST a URL, get clean LLM-ready Markdown with fit_markdown...
Herramientas
4.1/10Free no-auth tools for Spain: validate IBAN, EU VAT check (VIES), Modelo 303 sums, Veri*factu dates.
Calorie MCP
4.1/10A calorie MCP that looks up calories and macros from a 4M+ food catalog, not model guesses.
Cams
4.1/10Live cam rooms online now on Stripchat, Chaturbate, Cam4, LiveJasmin, BongaCams: categories, models.
Broker
4.1/10One key, every model: measured scores and live prices, routed per request to the cheapest fit.
MCP Server
4.1/10Work a decision through SwingFactor’s method: build and challenge a model of what could change it.
Ai Text
4.1/10Paste a draft and see the habits that make writing read like it came from an AI model.
MCP Server
4.1/10Check npm dependencies for outdated majors, and see which dev tools AI models pick.
Service Planner
4.1/10Ecommerce sourcing, inspection and fulfillment planning. Base-cost estimates; no private data.
Marketplace Discovery
4.1/10USDC/x402 agent marketplace. Verified Base mainnet pilot, testnet and public enrollment.
Audexum
4.1/10Text to speech and transcription for any AI model: MP3 voiceovers, audio and YouTube to text.
Amt
4.1/10Use your own trained text and picture classification models from any AI assistant.
Chinaapi
4.1/10Read-only ChinaAPI model catalogue, price snapshot, cost estimates and request recipes.
Agent
4.1/10Spanish autónomo bookkeeping and AEAT tax forms 303, 130, 390, 100: your model reads the documents
Mina Labs
4.1/10Generate images, video, music, speech, 3D, logos and product shots with 60+ AI models.
Geo Bot
4.1/10Free check whether a website is technically open to AI assistants (AI crawlers, llms.txt, JSON-LD).
Images
4.1/10Generate images with the catalogue's image model, returned inline; image price plus $0.01 a call.
Models
4.1/10Ask Claude, GPT, Grok, GLM, Kimi or DeepSeek from your client; token price plus a $0.001 call fee.
Duffer Golf
4.1/10Read-only Duffer Golf facts: models and prices, room fit, FAQ, dealers and contact.
Recallsapi
4.1/10Is it recalled? US recalls (CPSC, FDA, NHTSA, Coast Guard and more) by UPC, model, NDC, VIN or lot.
Whats That Model
4.1/10Sourced AI video/image capabilities, explained task recommendations and verified access context.
MCP Server
4.1/10Read-only AI news with sources, Model Tracker prices, releases and retirement dates.
MCP Server
4.1/10Generate video, images, speech and music with 120+ AI models and render TSX videos to MP4
Cantina
4.1/10What changed since your training cutoff: world events, new AI models, new software versions. Free.
Site
4.1/10Software engineering firm in Serbia: services, engagement models, articles - and send an inquiry.
Registro 231
4.1/10Crea il Modello 231 dalla chat: attività sensibili, reati, protocolli e preventivo del consulente.
Studio
4.1/10Generate 3D models from images or text with AI, then retexture or convert them to STL, 3MF or OBJ.
Agentgid
4.1/10Live data on AI agents, APIs and models: prices, free tiers, limits, outages, real-world usage.
MCP Server
4.1/10Typed-question decisions from Jev: classify, moderate, route models and guard tool calls.
Texas Electricity
4.1/10Texas electricity plans ranked by real annual cost on your usage; bill-credit traps modeled.
Ufffo
4.1/10Pit your LLM against rogue AI and rival models, or try to beat it yourself in hot seat. 3D tactics.
Memory
4.1/10Long-term memory for AI agents: learns what is true about each person and answers with sources.
Nuget
4.1/10A Model Context Protocol (MCP) server for NuGet.
MCP Server
4.1/10Smart LLM routing across every major provider via one OpenAI-shape API.
Langfuse
4.1/10MCP server for Langfuse LLM observability — trace and observation analysis.
Gate
4.1/10SpiderIQ Gate: SpiderGate LLM gateway (completions, models, usage, traces)
Tcgdex
4.1/10MCP server exposing the TCGdex Pokémon TCG API to LLM tools
Macula MCP
4.1/10Model Context Protocol server that exposes the Macula mesh to any agent harness
Professionalwiki Mediawiki MCP Server
3.9/10Enable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform action…
Brandonbosco Sigao Scf MCP
3.9/10Provides access to Civic Plus - See Click Fix, allowing you to interact with your data via an LLM.…
Anotherai
3.9/10MCP server for building and testing AI agents with multi-model experimentation and insights.
Apollo Salesforce Mapper
3.9/10Apollo->Salesforce Lead mapper. No LLM. Strict-fail required fields. PASS/REPAIR/FAIL verdict.
Geo
3.9/10AI visibility across 8 LLM platforms. 30 tools, most need no API key. EU-hosted, free.
Navisworks MCP
3.9/10Navisworks coordination and clash detection via APS — reports, viewpoints, model objects.
Free · No spam
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.