MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41301 |
lightfast-mcp
Claim
Production-ready MCP server implementations for creative applications, enabling…
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| 41302 |
lease-safe-mcp
Claim
A server for Korean lease and moving safety guidance using official public data…
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| 41303 |
mcp-secure-sandbox
Claim
Provides a secure, containerized Python sandbox for executing LLM-generated cod…
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| 41304 |
Unified access to prediction market data from Kalshi and Polymarket, enabling n…
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| 41305 |
Docker SWISH MCP Server
Claim
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
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| 41306 |
Gmail MCP Server
Claim
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
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| 41307 |
Grok MCP Server
Claim
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
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| 41308 |
mcp-coinpaprika
Claim
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
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| 41309 |
flowindex
Claim
Enables AI coding agents to analyze codebase behavior through entrypoints, call…
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| 41310 |
npc
Claim
A browser automation MCP server that lets your IDE control your real browser (C…
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| 41311 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 41312 |
os-control-mcp
Claim
Controls a Linux host through structured interfaces like systemd, journald, and…
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| 41313 |
Toolhouse MCP Server
Claim
Enables MCP clients to access and use a vast library of tools from Toolhouse fo…
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| 41314 |
knowledge-mcp-server
Claim
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
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| 41315 |
Cadence
Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
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| 41316 |
cic-mcp-gateway
Claim
Compiles and routes context from trust-domain sources (session, workdir, knowle…
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| 41317 |
File Search MCP
Claim
Search local file contents recursively with keyword matching
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| 41318 |
Figma MCP Server
Claim
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
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| 41319 |
google-slides-mcp
Claim
An MCP server that enables AI assistants to create, read, and edit Google Slide…
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| 41320 |
TrustMesh MCP Server
Claim
Provides AI agents with trust scoring and reputation management capabilities fo…
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| 41321 |
QIDI Studio MCP Server
Claim
Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to rea…
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| 41322 |
Replicate MCP Server
Claim
Enables AI image generation and editing using Replicate's official models like …
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| 41323 |
OpenCode Advisor MCP
Claim
An unofficial MCP server that lets Codex ask a read-only OpenCode advisor for a…
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| 41324 |
Provides a standardized interface for interacting with Google Drive tools and s…
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| 41325 |
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| 41326 |
vibecheck
Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
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| 41327 |
kaggle-mcp
Claim
A Model Context Protocol server that provides tools to interact with Kaggle API…
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| 41328 |
CBETA MCP Server
Claim
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
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| 41329 |
Artemis MCP Server
Claim
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
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| 41330 |
nahook-mcp
Claim
"The official MCP server for the Nahook webhook platform — trigger webhooks, in…
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| 41331 |
Meetings MCP Server
Claim
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 41332 |
FlowState MCP
Claim
An MCP server that preserves and recalls work context, enabling users to log se…
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| 41333 |
Presentation Agent MCP
Claim
A TypeScript-based MCP server that automatically generates structured technical…
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| 41334 |
AI List My Business
Claim
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
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| 41335 |
Enables MCP-compatible assistants to execute Python code, files, and notebooks …
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| 41336 |
google-analytics-mcp
Claim
A powerful Model Context Protocol (MCP) server that provides comprehensive Goog…
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| 41337 |
PLTM-Claude
Claim
An MCP server that gives Claude Desktop persistent memory, self-awareness, epis…
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| 41338 |
S.C.R.U.B.
Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
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| 41339 |
AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…
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| 41340 |
website-reader-mcp
Claim
Enables AI chat backends to fetch public webpages and return cleaned, readable …
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| 41341 |
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
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| 41342 |
CallZero MCP Server
Claim
Enables AI assistants to make phone calls via CallZero service, with tools for …
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| 41343 |
mcp-discord-bridge
Claim
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
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| 41344 |
Wontopos (WOS) long-term memory (beta) - one memory across Claude Code, Cursor,…
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| 41345 |
mcp-estat-japan
Claim
Enables querying Japanese government statistics from e-Stat, including metadata…
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| 41346 |
codegraph-mcp
Claim
MCP server that enables intent search over Python call graphs inside Cursor, re…
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| 41347 |
claude-spend
Claim
Provides tools for Claude to query local Claude Code token usage and cost data,…
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| 41348 |
connpass-user-mcp-server
Claim
Enables querying Connpass user profiles, group memberships, and event participa…
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| 41349 |
mundigital
Claim
Exposes a public, read-only professional profile with tools to search resume ev…
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| 41350 |
Poke PC
Claim
Provides a Dockerized MCP worker that gives Poke AI assistants persistent termi…
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