MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38851 |
TMDB MCP Server
Claim
Integrates with The Movie Database (TMDB) API to provide movie information, sea…
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| 38852 |
Enables Chinese traditional calendar functions including BaZi calculation, cale…
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| 38853 |
A Chinese-friendly, locally running MCP server for WeChat Mini Program engineer…
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| 38854 |
Freelo MCP Server
Claim
MCP server for Freelo project management API, enabling task and project managem…
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| 38855 |
instagram-personal-mcp
Claim
An MCP server that wraps instagrapi to read, engage, and send DMs from a person…
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| 38856 |
Code Audit MCP Server
Claim
An AI-native code security audit MCP server that supports multi-language AST an…
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| 38857 |
Classifies SAP ABAP objects against SAP's official Clean Core release catalog t…
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| 38858 |
linkup-mcp
Claim
Provides web search and local document RAG using Ollama, enabling privacy-prese…
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| 38859 |
AuditShield
Claim
A three-layer MCP server that filters false positives from static analysis tool…
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| 38860 |
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
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| 38861 |
zom-brain
Claim
A nightly local pipeline that ingests zom codebases and their GitHub activity, …
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| 38862 |
SimpleShop MCP
Claim
A read-only MCP server for SimpleShop accounting data, enabling AI agents to fi…
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| 38863 |
mcp-beancount
Claim
A read-only MCP server that gives AI agents structured access to a Beancount pe…
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| 38864 |
YApi MCP Server
Claim
Provides tools for AI assistants to list, search, and get details of YApi inter…
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| 38865 |
Leave Manager Plus
Claim
Manage employee leave with quick lookups for balances, histories, and recent ac…
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| 38866 |
tonmcp
Claim
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| 38867 |
Mailgent MCP Server
Claim
Provides identity infrastructure for AI agents to manage email communications, …
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| 38868 |
BACnet MCP Server
Claim
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
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| 38869 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
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| 38870 |
Peru CPE invoices for AI agents - issue, query, void facturas/boletas via SUNAT…
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| 38871 |
mcp-ffmpeg
Claim
Provides 30+ FFmpeg video and audio editing tools via MCP, enabling AI assistan…
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| 38872 |
Spotify MCP Server
Claim
A Model Context Protocol (MCP) server that provides Spotify integration, allowi…
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| 38873 |
Variflight MCP Proxy
Claim
A proxy middleware for the Variflight MCP server with token rotation, intellige…
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| 38874 |
mcp-job-queue
Claim
Enables MCP clients to submit long-running jobs that are executed safely in iso…
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| 38875 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 38876 |
mcp-searxng
Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
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| 38877 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 38878 |
clenzer
Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
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| 38879 |
promptpack
Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
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| 38880 |
bias-detection-mcp
Claim
AI bias detection and fairness assessment for AI agents. Instant bias risk scan…
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| 38881 |
mcp-x402-xrpl
Claim
Drop-in middleware for MCP servers that lets AI agents autonomously pay for too…
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| 38882 |
gomission-mcp
Claim
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
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| 38883 |
docs-scraper
Claim
Enables scraping and searching documentation websites using semantic or keyword…
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| 38884 |
BestReads MCP Server
Claim
Enables personalized book recommendations by managing reading profiles and pref…
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| 38885 |
knowledge-mcp-server
Claim
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
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| 38886 |
KnowBe4 MCP Server
Claim
Enables AI assistants to interact with KnowBe4 security awareness training data…
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| 38887 |
MCP Chrome Bridge
Claim
Enables AI agents to control Chrome browser actions like navigation, clicking, …
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| 38888 |
Slash Command Manager
Claim
Generates and manages slash commands for AI coding assistants like Claude Code …
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| 38889 |
soldefi-mcp
Claim
Paid access to Solana DeFi risk intelligence — rug/honeypot scans, liquidity-po…
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| 38890 |
PLUMED2 MCP Server
Claim
Enables AI assistants to generate, validate, and optimize PLUMED input files fo…
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| 38891 |
image2svg-mcp
Claim
Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, ac…
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| 38892 |
Plasmate
Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
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| 38893 |
worktree-tools-mcp
Claim
Enables Claude to create, manage, and clean up git worktrees automatically, inc…
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| 38894 |
mcp-tmobile
Claim
Automates T-Mobile account interactions such as viewing usage, paying bills, an…
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| 38895 |
tasks-mcp
Claim
Enables AI assistants to manage Notion tasks, projects, and courses through MCP…
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| 38896 |
Enables LLM-powered tools to manage Databricks permissions, credentials, and Gi…
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| 38897 |
gitlab-mcp
Claim
Enables retrieving comprehensive information about GitLab merge requests, inclu…
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| 38898 |
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
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| 38899 |
codexlens
Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
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| 38900 |
Delivers curated documentation, quickstart commands, and stack recommendations …
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