MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51551 |
mcp-crash-analyzer
Claim
A Model Context Protocol (MCP) server for automated crash analysis using GDB.
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| 51552 |
medicover-mcp
Claim
Enables AI agents to manage appointments on Medicover's Polish patient portal, …
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| 51553 |
@kula-ai/mcp-server
Claim
MCP server enabling AI assistants to connect to Kula recruiting API for managin…
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| 51554 |
MySQL MCP Server
Claim
Enables AI assistants to read and write MySQL databases, dynamically switch dat…
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| 51555 |
qlik-lineage-mcp
Claim
A read-only MCP server that exposes data-file lineage analyses for Qlik Cloud t…
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| 51556 |
Webpage MCP
Claim
Enables AI assistants to control your webpage via MCP, allowing navigation, scr…
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| 51557 |
commit-check-mcp
Claim
Enables validation of commit messages, branch names, author info, push safety, …
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| 51558 |
appoiint
Claim
Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
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| 51559 |
mindgap
Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
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| 51560 |
Memory MCP Server
Claim
An agentic memory system that enables AI assistants to store, search, and manag…
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| 51561 |
shopify-mcp
Claim
MCP server for the Shopify Admin API, enabling 36 tools for managing products, …
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| 51562 |
Stack AI MCP Server
Claim
Connects to Stack AI workflows, allowing you to run workflows and pass user inp…
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| 51563 |
Kedro MCP Server
Claim
Provides AI assistants with versioned guidance for Kedro projects, including no…
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| 51564 |
MCP Arena
Claim
A multiplayer game engine where AI agents connect via Model Context Protocol to…
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| 51565 |
whamlink-mcp
Claim
Lets MCP clients publish a single file to a permanent, shareable link via whaml…
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| 51566 |
Beckhoff PLC MCP Server
Claim
Enables read-only access to Beckhoff TwinCAT PLCs via ADS, allowing queries of …
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| 51567 |
build_club_mcp
Claim
MCP server with example tools for arithmetic and greeting, designed for deploym…
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| 51568 |
Provides tools to list and search bonds from GoldenPi via reverse-engineered AP…
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| 51569 |
Tulospalvelu MCP
Claim
Read-only MCP server for the Palloliitto's result service API, enabling AI appl…
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| 51570 |
mcp
Claim
MCP server for microservices.sh: inspect verified Cloudflare-native modules/tem…
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| 51571 |
Skein Toolkit MCP Server
Claim
A local MCP SSE server that proxies Cloudflare Workers AI and provides multi-st…
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| 51572 |
gemini-cli-bridge
Claim
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
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| 51573 |
A basic MCP server demonstrating tool registration and SSE transport, enabling …
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| 51574 |
greynoise-mcp-server
Claim
MCP server for GreyNoise threat intelligence, enabling IP analysis, GNQL querie…
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| 51575 |
enrichment-mcp
Claim
A depth-first lead discovery server that finds and qualifies custom webshops, r…
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| 51576 |
GLM Subagent MCP
Claim
Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for…
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| 51577 |
mcp-guard
Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
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| 51578 |
BnF API Server
Claim
Enables searching documents in Gallica, the digital library of the Bibliothèque…
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| 51579 |
Provides real-time foreign-exchange rates, historical data, and multi-currency …
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| 51580 |
cocos-mcp-server
Claim
Enables AI assistants to directly control the Cocos Creator 3.8.x editor via MC…
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| 51581 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 51582 |
Logic Analyzer AI MCP
Claim
Enables AI assistants to control Saleae Logic analyzers, capture and analyze di…
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| 51583 |
Aza MCP
Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
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| 51584 |
tuvio-vacuum
Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
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| 51585 |
Gemini Veo MCP
Claim
Generates videos using Google Gemini Veo from text prompts with optional aspect…
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| 51586 |
Superlinked MCP Server
Claim
Enables AI assistants to create and query multi-dimensional vector indexes from…
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| 51587 |
Aptos MCP
Claim
Aptos MCP is a comprehensive Model Context Protocol (MCP) server implementation…
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| 51588 |
recife-open-data-mcp
Claim
MCP server to query public open data from Recife, Brazil using natural language…
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| 51589 |
clearskies MCP Server
Claim
Provides AI assistants with tools for code generation, documentation, and proje…
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| 51590 |
openhab
Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
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| 51591 |
abap-mcp-server
Claim
Provides ABAP developers with unified search, document retrieval, feature matri…
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| 51592 |
yfinance-mcp-server2
Claim
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| 51593 |
aws-readonly-mcp
Claim
A read-only MCP server that lets an LLM inspect an AWS account — list EC2 insta…
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| 51594 |
Rickbot-3000 MCP Service
Claim
Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
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| 51595 |
seyfiland
Claim
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| 51596 |
hist-bridge
Claim
Enables listing and continuing conversations from Claude Code, Codex, Cursor, a…
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| 51597 |
floppydata-mcp
Claim
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
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| 51598 |
dot-mcp
Claim
Relays job-setup and todo actions from Claude to the Dot Hub, enabling job crea…
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| 51599 |
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
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| 51600 |
Provides UK company lookups via Companies House, web scraping, and search tools…
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