MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57451 |
embedding-search
Claim
Cloudflare Workers MCP server: embedding-search
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| 57452 |
forgepoint-signal
Claim
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| 57453 |
mkopo-mcp
Claim
MCP server for alternative credit scoring in Kenya — builds a 300–850 score fro…
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| 57454 |
munimind-mcp
Claim
Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) …
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| 57455 |
OpenSCAD MCP Server
Claim
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
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| 57456 |
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
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| 57457 |
MCP YNAB Server
Claim
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
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| 57458 |
ielts-dictionary-merriam
Claim
Look up authoritative English definitions tailored for IELTS learners. Get quic…
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| 57459 |
An MCP server that extracts clean, structured Markdown content from web page UR…
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| 57460 |
Basic MCP Server
Claim
A minimal Model Context Protocol server template demonstrating basic implementa…
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| 57461 |
sagemath-mcp-server
Claim
MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …
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| 57462 |
89 MCP tools for verifiable AI work — citations, KYB, law, sanctions, recall, p…
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| 57463 |
claude-voice-notify
Claim
A multi-provider voice notification MCP server that enables Claude Code to prov…
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| 57464 |
GoHighLevel MCP Server
Claim
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
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| 57465 |
ai-budget-planner
Claim
Cloudflare Workers MCP server: ai-budget-planner
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| 57466 |
zenhub-mcp
Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
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| 57467 |
memo
Claim
Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hyb…
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| 57468 |
tubescribe-mcp
Claim
MCP server for fetching YouTube video transcripts without an API key.
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| 57469 |
A FastMCP server that provides weather-related tools using the QWeather API, en…
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| 57470 |
autohaven
Claim
Search for cars
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| 57471 |
Enables natural language search and analysis of arXiv academic papers with AI-p…
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| 57472 |
A powerful SQLite-backed expense tracking server built with the Model Context P…
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| 57473 |
vibing-steampunk
Claim
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
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| 57474 |
AiAgentWalletMCP
Claim
Enables AI agents to access a marketplace of paid tools by automatically handli…
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| 57475 |
Code Review Analyst
Claim
Gemini-powered MCP server for code review analysis.
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| 57476 |
mcp-kicad-sch-api
Claim
MCP server for creating, modifying, and analyzing KiCAD schematic files using n…
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| 57477 |
oitvoip-mcp-server
Claim
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
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| 57478 |
MCP server for Sperax DeFi ecosystem that enables AI agents to interact with US…
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| 57479 |
herohunt-mcp
Claim
People search API - find 1 billion candidates across LinkedIn and GitHub with r…
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| 57480 |
MCP Toolkit Server
Claim
A Model Context Protocol server providing tools for DB queries, API calls, file…
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| 57481 |
calc
Claim
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| 57482 |
Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Mod…
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| 57483 |
calculator-mcp-test
Claim
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| 57484 |
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
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| 57485 |
freshtrack
Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
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| 57486 |
wechat-reader-mcp
Claim
MCP server for reading WeChat public account articles by reusing authenticated …
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| 57487 |
bouldinsai
Claim
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| 57488 |
nextjs-agent-mcp
Claim
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
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| 57489 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
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| 57490 |
permisapi-mcp
Claim
7 tools for French open-data building permits (Sitadel, 311k rows, ~2M permits/…
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| 57491 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 57492 |
Enables conversion between multiple document formats including Markdown, HTML, …
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| 57493 |
cascade-cms-mcp-server
Claim
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
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| 57494 |
Setup Agent MCP
Claim
Enables AI assistants to automatically analyze GitHub repositories and set up d…
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| 57495 |
sqlite-mcp-server2
Claim
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| 57496 |
fastmcpruntime-mcp
Claim
A paid remote MCP for hosted MCP server, built to return verdicts, receipts, us…
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| 57497 |
InstantDB MCP Server
Claim
A read-only interface for querying InstantDB that dynamically loads schemas and…
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| 57498 |
OVHcloud MCP Server
Claim
Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compat…
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| 57499 |
VSGuard
Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
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| 57500 |
Vlk MemAct
Claim
Stateful memory for AI agents. Temporal awareness, error loop detection, and pr…
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