MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46401 |
music-theory-mcp
Claim
Scales, chords, progressions, key detection, and genre intelligence for your AI…
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| 46402 |
Risha.ai MCP Server
Claim
MCP server for the Risha.ai API enabling authentication, capability discovery, …
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| 46403 |
CronGrid
Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
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| 46404 |
mcp-dotnet-diagnostics
Claim
Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory …
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| 46405 |
Enables AI assistants to interact with Cyoda platform entities and workflows th…
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| 46406 |
Relay
Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
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| 46407 |
mcp-devenv
Claim
An MCP server that gives your AI assistant full awareness of your local dev env…
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| 46408 |
mcp-postgres-analytics
Claim
Read-only PostgreSQL analytics MCP server — query plans, slow queries, index us…
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| 46409 |
LibraryMCP
Claim
A library management MCP server supporting book search, member management, and …
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| 46410 |
whoop-chatgpt-app
Claim
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
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| 46411 |
mcp-camptocamp
Claim
Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, sum…
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| 46412 |
India MCP Server
Claim
Production-grade MCP server for Indian agriculture and utility workflows, enabl…
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| 46413 |
Datacore
Claim
AI second-brain engine: GTD, knowledge graph, and engram memory over MCP.
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| 46414 |
dad-jokes-mcp
Claim
Enables fetching and managing dad jokes with tools for random jokes, multiple j…
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| 46415 |
RevolutX MCP Server
Claim
Provides AI agents with tools to interact with the Revolut X crypto exchange fo…
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| 46416 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 46417 |
simhameta
Claim
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| 46418 |
NLQueries
Claim
Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL,…
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| 46419 |
Self-hosted MCP server for administering Cloudflare DNS and cloudflared tunnels…
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| 46420 |
Provides structured access to EU treaties, regulations, directives, and CJEU ca…
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| 46421 |
Talk to Figma MCP
Claim
An MCP server that integrates AI agents with Figma, enabling reading and progra…
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| 46422 |
gtwmcp
Claim
Aggregates multiple MCP servers behind a single stdio interface, supporting std…
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| 46423 |
Content moderation for AI applications. Moderate text, images, and video with c…
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| 46424 |
mcp-server
Claim
MCP server for Factsheet authentication, providing token exchange and company l…
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| 46425 |
eNSP Automation MCP
Claim
Generates eNSP network topologies, deploys Huawei VRP configurations, and provi…
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| 46426 |
Enables AI assistants like Claude to interact with humans through intuitive GUI…
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| 46427 |
Collect YouTube trending videos without web scraping via yt-dlp MCP server. No …
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| 46428 |
openaiTreasureHuntMCP
Claim
A minimal Next.js application demonstrating how to build an OpenAI Apps SDK com…
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| 46429 |
mcp
Claim
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| 46430 |
mcp-sse-test-4
Claim
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| 46431 |
A comprehensive OpenCV image-processing MCP server offering ~40 tools for webca…
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| 46432 |
Enables querying Lithuanian financial regulation data, including regulations, e…
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| 46433 |
Sumo Logic MCP Server
Claim
Enables interaction with Sumo Logic's REST APIs through MCP, allowing log searc…
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| 46434 |
winnow
Claim
Enables local-first context compression for AI agents, offering tools to compre…
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| 46435 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
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| 46436 |
Kube-Whisperer
Claim
Autonomous AI agent for Kubernetes triage and infrastructure management using n…
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| 46437 |
zalo-mcp
Claim
Self-contained MCP server for Zalo that enables AI agents like Claude Code and …
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| 46438 |
convex-rag-search
Claim
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| 46439 |
Fastidious MCP Server
Claim
Enables to manage notes and collections in Fastidious AI application through na…
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| 46440 |
ibmi-mcp-server
Claim
Enables AI agents to interact with IBM i (AS/400) systems for RPA automation vi…
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| 46441 |
kbask
Claim
Hybrid MCP server that combines Graphify’s structural code graphs with Understa…
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| 46442 |
MCP SQL Server Gateway
Claim
Enterprise-safe MCP server that enables Claude Enterprise to access approved on…
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| 46443 |
Enables searching and asking questions over your PDF documents using a Pinecone…
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| 46444 |
Rabobank Demo MCP Server
Claim
Demonstrates how to expose approved internal banking tools to AI assistants via…
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| 46445 |
Maps function and component dependencies in Haskell and ReScript codebases, pro…
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| 46446 |
MCP C++ Analyzer
Claim
Provides precise C++ code semantic analysis for AI coding tools like Claude Cod…
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| 46447 |
Compact Prompt
Claim
This MCP server compacts prompts to save on token usage.
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| 46448 |
mgx-thinking-log-mcp
Claim
An MCP server for downloading and reading MGX thinking logs, enabling AI agents…
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| 46449 |
Authlete MCP Server
Claim
A unified MCP server that enables management of Authlete services and clients, …
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| 46450 |
wikidata-mcp-server
Claim
Search and fetch Wikidata entities, execute SPARQL queries, and resolve externa…
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