MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36951 |
Doc MCP Server
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Enables AI agents to generate PDFs from Markdown or URLs, extract text, merge d…
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| 36952 |
plane-mcp-server
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Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
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| 36953 |
abap-mcp
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An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
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| 36954 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 36955 |
OctoTrip Rental Cars
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Free, no-login rental car search with real-time pricing.
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| 36956 |
EKS Metrics MCP Server
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Enables querying Amazon EKS cluster metrics from the Kubernetes API server, wit…
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| 36957 |
PrintQueueApp MCP Server
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Enables managing a print queue for office documents via a WinUI GUI, supporting…
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| 36958 |
quickstart-resources
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| 36959 |
Scaleway MCP Server
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A comprehensive MCP server for managing Scaleway cloud infrastructure, enabling…
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| 36960 |
Bookeo MCP Server
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Enables searching and retrieving customer bookings and payment details from Boo…
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| 36961 |
dameng-mcp-server
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MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 36962 |
Provides 189 tools across 12 domains to control DaVinci Resolve from any MCP-co…
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| 36963 |
Enables semantic search across multiple knowledge datasets using FAISS vector e…
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| 36964 |
manim-mcp
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MCP server that generates 3Blue1Brown-style math videos with Manim and AI voice…
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| 36965 |
mcp-arcgis-roanoke
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Provides tools to search and query open geospatial datasets from the City of Ro…
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| 36966 |
MCP Utility Server
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A beginner-friendly MCP server offering time, math, internet quotes, dad jokes,…
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| 36967 |
Renderer MCP Server
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AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
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| 36968 |
SPARDA
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SPARDA is a zero-configuration MCP builder that converts existing Express and F…
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| 36969 |
MCP Tool Factory
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A framework for building hot-loadable MCP tools that feature conversational neg…
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| 36970 |
renfield-mcp-filesystem
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Watches local and SMB folders for settled new files and pushes them into the Re…
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| 36971 |
@suiware/mcp
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Enables AI assistants to interact with Sui Network through tools for balance ch…
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| 36972 |
SK Wwise MCP
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A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
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| 36973 |
mahjong-calculator
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Enables mahjong score calculation from Claude by inputting tile configurations,…
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| 36974 |
Votura Tours
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AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
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| 36975 |
reframed-mcp
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Tailors a resume to a job description by providing two voice-preserving version…
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| 36976 |
An MCP server for interacting with SAP SuccessFactors OData API to retrieve and…
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| 36977 |
mcp-epo-ops
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Enables querying patent data from the European Patent Office, including bibliog…
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| 36978 |
@yawlabs/aws-mcp
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A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
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| 36979 |
@noticed/cli
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CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
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| 36980 |
Omnier CRM
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The CRM built for agents. Give your agent the CRM and go talk to people
https:/…
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| 36981 |
ai-discuss
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Enables a host AI agent to trigger a multi-agent debate, running N-rounds where…
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| 36982 |
Enables automated Python code quality checks including linting, complexity anal…
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| 36983 |
backchannel
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MCP server for async messaging between AI coding agents, enabling cross-harness…
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| 36984 |
mcp-server
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Passport visa, entry & transit requirements for any country pair, with official…
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| 36985 |
safeagent-token-safety
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Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
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| 36986 |
ecz-id-mcp-verifier
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Local-first, read-only ECZ-ID verifier over MCP (stdio): checks, reports, expla…
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| 36987 |
uniple-x402-purchase
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Enables AI agents to browse, quote, and purchase products from Uniple's x402 ca…
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| 36988 |
PRG MCP
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Enables interaction with the Polish National Register of Borders (PRG) data, cu…
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| 36989 |
Converts documents (PDF, Word, PPT, images, HTML) to Markdown via MinerU API. S…
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| 36990 |
DB Assistant MCP Server
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Enables natural language performance analysis and optimization of AWS Aurora My…
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| 36991 |
MarkItDown MCP Server
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A production-ready MCP server for converting documents and files to Markdown us…
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| 36992 |
XServer MCP Server
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MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
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| 36993 |
Identity AIops
Claim
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
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| 36994 |
Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS …
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| 36995 |
Pingera MCP Server
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A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
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| 36996 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 36997 |
Weather MCP Server
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Provides global weather data (current conditions, forecasts, air quality) witho…
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| 36998 |
mcp-brain
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A Model Context Protocol server that gives Claude Code persistent, structured a…
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| 36999 |
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
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| 37000 |
MCP-Claude
Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
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