MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43451 |
Enables customer support interactions including answering FAQs, checking order …
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| 43452 |
mcp-loom
Claim
An MCP proxy server that intercepts large tabular tool results, ingests them in…
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| 43453 |
ai-runtime-guard
Claim
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
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| 43454 |
icd10-coding
Claim
ICD-10-CM / HCC medical coding tools with database-verified accuracy and denial…
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| 43455 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
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| 43456 |
Dilix MCP
Claim
Open-source MCP server providing real estate regulatory intelligence (zoning, p…
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| 43457 |
Gortex
Claim
High-performance code graph and code intelligence engine. Index code base into …
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| 43458 |
loop-mcp
Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
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| 43459 |
openproject-codex
Claim
Enables Codex to interact with OpenProject for project management, work package…
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| 43460 |
fixme-agent
Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
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| 43461 |
All About Ads MCP
Claim
An MCP (Model Context Protocol) server that gives AI agents live, structured ad…
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| 43462 |
HomeFleet
Claim
MCP server that turns multiple home computers into a fleet for AI coding agents…
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| 43463 |
Nexar MCP Server
Claim
Enables searching for electronic components through the Nexar Supply API, provi…
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| 43464 |
hipocampo
Claim
Dual-memory MCP system (PostgreSQL 17 + pgvector + NVIDIA NIM). 11 tools: searc…
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| 43465 |
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, …
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| 43466 |
nve-mcp
Claim
Norwegian flood & landslide hazard data from NVE, by WGS84 coordinate.
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| 43467 |
ADMINV2MCP
Claim
Exposes AdminV2 backend API operations as discoverable, callable tools for AI a…
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| 43468 |
metabase
Claim
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| 43469 |
atpar-mcp-server
Claim
MCP server for the At Par Trading API — trade crypto, manage portfolios, and ac…
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| 43470 |
Enables natural language threat hunting and incident response by connecting LLM…
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| 43471 |
gemmy-notion-mcp
Claim
Notion API MCP server for Claude Code to manipulate Notion pages, blocks, and d…
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| 43472 |
rcs-mcp
Claim
Enables searching Polish administrative areas and retrieving real estate transa…
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| 43473 |
Search and book luxury villa rentals across Europe with real-time availability …
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| 43474 |
nabolag-mcp
Claim
Norwegian neighborhood data: transit, road-noise & green-area access by coordin…
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| 43475 |
company-reconcile
Claim
模糊匹配两份表格中的公司名称和日期,输出已匹配、待复核和未匹配三种结果,便于数据对账。
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| 43476 |
MiniMax MCP Server
Claim
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
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| 43477 |
Enables AI to dynamically discover and invoke any Cin7 Core API endpoint using …
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| 43478 |
Tauri MCP Server
Claim
Enables AI agents to interact with and debug Tauri desktop applications, provid…
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| 43479 |
Obsidian MCP Server
Claim
Enables AI assistants to read, write, search, and navigate Obsidian vault notes…
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| 43480 |
An MCP server that transforms Claude-style skills and resources into callable t…
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| 43481 |
Qmed-AskCPG
Claim
Enables clinicians and developers to query Malaysian Clinical Practice Guidelin…
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| 43482 |
Meta Kaggle MCP Server
Claim
Searches and retrieves information from Meta Kaggle dataset, including competit…
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| 43483 |
atotw-mcp
Claim
Enables Claude to access and search over 500 anaesthesia tutorials from WFSA's …
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| 43484 |
mcp-kafka-observer
Claim
An MCP server that gives AI agents real-time observability into Apache Kafka cl…
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| 43485 |
ETH Price Current Server
Claim
A minimal Model Context Protocol (MCP) server that fetches the current Ethereum…
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| 43486 |
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
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| 43487 |
Lucius
Claim
An MCP server for Allure TestOps that enables AI agents to manage test cases, d…
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| 43488 |
Search Ads 360 — reporting via query language, insights, and offline conversion…
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| 43489 |
An MCP server that generates conversion-optimized e-commerce product descriptio…
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| 43490 |
MCP server for Panoramic Ireland tours. Discover, check availability, and creat…
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| 43491 |
Tap
Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
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| 43492 |
social-dive
Claim
An MCP server that provides AI agents with access to over 20 knowledge sources …
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| 43493 |
hdu-ics-mcp-server
Claim
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
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| 43494 |
salesroom
Claim
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| 43495 |
calc
Claim
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| 43496 |
OpsPilot MCP
Claim
An MCP server exposing Kubernetes-style diagnostic tools to an LLM agent, with …
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| 43497 |
multimodal-mcp
Claim
Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the …
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| 43498 |
ghe-mcp-gateway
Claim
Enables natural language admin tasks for GitHub Enterprise Cloud, like listing …
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| 43499 |
SecureAnnex MCP Server
Claim
A Model Context Protocol (MCP) server for analyzing browser extension security,…
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| 43500 |
Chomper
Claim
Chomps through any document, parsing 36+ file formats for AI systems like Claud…
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