MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51351 |
Tech Debt MCP Server
Claim
A server for analyzing technical debt across multiple programming languages, in…
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| 51352 |
nessus_mcp_server
Claim
Enables AI assistants to manage Nessus vulnerability scans, analyze results, an…
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| 51353 |
MCP-TS-DEMO
Claim
A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP,…
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| 51354 |
imagen-4-mcp
Claim
RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status,…
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| 51355 |
nutrition-tracker-ai-mcp
Claim
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
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| 51356 |
Read-only Base mainnet reader. Verifies x402 payment settlements + AFTA federat…
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| 51357 |
Agent to Figma MCP
Claim
Enables AI agents like Claude to interact with Figma designs through 50+ tools …
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| 51358 |
Enables managing Docker containers and Compose apps on a QNAP NAS via the Conta…
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| 51359 |
transcript-search
Claim
A semantic search system for Claude Code transcript history, exposed as an MCP …
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| 51360 |
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
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| 51361 |
mcp
Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
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| 51362 |
MCP server for subscription tracker ai. Features add subscription, get total sp…
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| 51363 |
legal_mcp
Claim
Enables semantic search over Polish court judgments and legislative acts via MC…
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| 51364 |
Amalgix
Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
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| 51365 |
onlyswaps
Claim
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
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| 51366 |
MinIO AIops
Claim
Governed MinIO ops: capacity RCA, bucket exposure audit, ILM gaps, healing, 31 …
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| 51367 |
Suprdeck
Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
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| 51368 |
Veritas
Claim
An AI-powered data investigation workspace for Product Managers, combining stru…
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| 51369 |
bq_mcp_server
Claim
A Python MCP server that retrieves and caches BigQuery metadata (datasets, tabl…
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| 51370 |
pdfsearch-mcp
Claim
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
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| 51371 |
antoskill
Claim
A package manager for Agent Skills — discover, vet, and pin them across Claude …
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| 51372 |
LTC Catalog
Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
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| 51373 |
MCP server for the Codabench REST API — drives a full ML-benchmark participant …
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| 51374 |
Assay MCP Server
Claim
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
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| 51375 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
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| 51376 |
webscrape-mcp
Claim
Fetch any URL and get clean Markdown. Web scraping for AI agents.
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| 51377 |
weather-mcp-server
Claim
Provides weather alerts and forecasts for US locations using the National Weath…
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| 51378 |
lifeup-mcp
Claim
Enables Claude to interact with LifeUp Cloud API on your local network for task…
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| 51379 |
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
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| 51380 |
kaken-mcp-server
Claim
MCP server for querying the Japanese KAKEN database of scientific research gran…
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| 51381 |
coppa-ferpa-mcp
Claim
Children's privacy compliance: COPPA (US), FERPA (US edu), EU AI Act children's…
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| 51382 |
ssh-for-agents
Claim
Enables AI agents to execute SSH commands, read files, and list directories on …
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| 51383 |
OpenL MCP Server
Claim
Enables AI assistants to interact with OpenL Studio's business rules management…
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| 51384 |
Daedalus MCP
Claim
A local MCP server that scans workspaces, detects projects and technologies, an…
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| 51385 |
VAST DB MCP Server
Claim
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
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| 51386 |
mcp-sqlite-chat
Claim
Enables querying and managing a SQLite database using natural language, with an…
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| 51387 |
MyAnimeList MCP Server
Claim
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
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| 51388 |
mcp-x402
Claim
The first MCP server that pays for itself. AI agents pay for ScriptMasterLabs d…
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| 51389 |
MCP-Kali-Server
Claim
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
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| 51390 |
dify
Claim
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| 51391 |
StackFiesta
Claim
Discover AI tools for game development — 100+ tools indexed by engine, task, an…
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| 51392 |
Say Hello
Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
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| 51393 |
AI Skills MCP Server
Claim
Compiles skill definitions and serves them to AI agents via MCP, enabling tools…
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| 51394 |
sifs
Claim
Extremely fast local hybrid code search for agents.
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| 51395 |
MCP server for Riveter's enrichment, scraping, and monitoring API
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| 51396 |
SearXNG MCP Server
Claim
An MCP server that integrates the SearXNG API to provide web search with pagina…
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| 51397 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 51398 |
Movie Booking Assistant
Claim
Provides a suite of tools for searching movies, checking showtimes, and managin…
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| 51399 |
MCP Panel
Claim
AI-powered CAD design copilot for acoustic products (splitter silencers and str…
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| 51400 |
you-need-an-advisor-mcp
Claim
An MCP server that connects AI assistants to YNAB budgets, enabling natural lan…
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