MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 63551 |
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
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| 63552 |
Perigon.CLI
Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
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| 63553 |
mcpu
Claim
MCP server for managing Cloudflare Workers via Cloudflare Artifacts. Enables ed…
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| 63554 |
reddit-ads-mcp
Claim
A self-hosted MCP server for the Reddit Ads API v3, enabling reading ad account…
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| 63555 |
Data Recon MCP Server
Claim
An MCP server for data reconciliation between MySQL and Snowflake, enabling LLM…
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| 63556 |
notion
Claim
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| 63557 |
API-Quant-M2M
Claim
Server temporarily offline.
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| 63558 |
prep-reminder-mcp
Claim
Prepares reminders for going out based on weather conditions and suggests meetu…
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| 63559 |
socialbridge-mcp
Claim
Unified social-media data across 10 networks: profiles, posts, search, comments…
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| 63560 |
Kitsu MCP Server
Claim
Enables LLMs to interact with Kitsu production tracker via its Zou API, providi…
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| 63561 |
XDS110 MCP Server
Claim
Enables Large Language Models to act as co-debuggers for Texas Instruments embe…
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| 63562 |
xe-mcp
Claim
An MCP server for the Xe Currency Data API that brings live FX rates, historica…
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| 63563 |
wp-ultra-mcp
Claim
Turns any WordPress site into an MCP server, allowing AI clients to directly co…
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| 63564 |
esolat-mcp
Claim
MCP server providing Malaysian/global prayer times (JAKIM + Aladhan fallback), …
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| 63565 |
Medium MCP Server
Claim
Enables programmatic interaction with Medium's content ecosystem for intelligen…
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| 63566 |
sumo-qa
Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
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| 63567 |
garmin_mcp-main
Claim
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| 63568 |
MCP Express on Netlify
Claim
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
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| 63569 |
tweetly
Claim
An MCP server that enables AI agents to automate actions on X (Twitter) through…
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| 63570 |
mcp-dispatch
Claim
Local inter-agent messaging for AI coding agents via filesystem relay.
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| 63571 |
mcp-perforce-server
Claim
MCP server for Perforce version control with safe defaults, structured JSON res…
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| 63572 |
VecGrep
Claim
Semantic code search MCP server that reduces token usage by ~95% by returning t…
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| 63573 |
Verificarlo MCP Server
Claim
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
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| 63574 |
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
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| 63575 |
Coppermind
Claim
Enables AI assistants to design PCBs in KiCAD through natural language, with tr…
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| 63576 |
VERDICT
Claim
Enables autonomous DFIR investigation by turning the SIFT toolchain into eviden…
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| 63577 |
mcp-code-snippets
Claim
Allows agents to lookup code snippets in your project. Uses a remote MCP server…
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| 63578 |
Clima MCP Server
Claim
Enables weather queries through OpenWeatherMap API, providing current condition…
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| 63579 |
Gemini MCP Server
Claim
Integrates Google's Gemini API with MCP-compatible clients for chat, real-time …
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| 63580 |
failmodes-mcp
Claim
MCP server that provides search and retrieval of AI system failure modes from t…
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| 63581 |
pr-review-mcp
Claim
Unified MCP control plane for AI pull request reviews on GitHub.
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| 63582 |
partnerlens-mcp
Claim
Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000…
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| 63583 |
infra-advisor-mcp
Claim
Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO …
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| 63584 |
mcp-peek
Claim
Optimizes REST API calls for AI agents by returning compact schemas instead of …
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| 63585 |
sequential-thinking
Claim
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| 63586 |
singlefile-mcp
Claim
An MCP server for intelligent web content extraction from JavaScript-heavy site…
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| 63587 |
music21-mcp
Claim
Enables musical analysis of MIDI and musicXML files using music21, providing to…
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| 63588 |
Enables semantic search over TwinCAT 3 documentation using natural language que…
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| 63589 |
LoreRoom
Claim
Encrypted, local memory for your Claude Code Telegram bot. Captures both sides …
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| 63590 |
Gamma MCP Server
Claim
Enables generating AI-powered presentations via the Gamma API directly from MCP…
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| 63591 |
dm-mcp
Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
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| 63592 |
gptzero-mcp
Claim
Enables AI content detection with sentence-level and paragraph-level AI probabi…
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| 63593 |
Say Hello
Claim
Greet people by name with a friendly message. Personalize interactions in chats…
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| 63594 |
Shiranui
Claim
MCP server for retrieving clinical standard content from the CDISC Library, sup…
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| 63595 |
drainbrain
Claim
AI-powered Solana token rug pull detection with ML ensemble scoring and honeypo…
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| 63596 |
Imessage-MCP
Claim
Read-only access to imessage
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| 63597 |
NVIDIA NIM MCP Server
Claim
Enables local task execution using the user's NVIDIA NIM API quota, with tools …
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| 63598 |
Integrates OpenWeatherMap API with MCP to provide weather data, forecasts, air …
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| 63599 |
Zocialeye MCP Server
Claim
Enables access to Zocialeye's social media analytics API for campaign data anal…
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| 63600 |
HyperLiquid MCP Server
Claim
基于FastMCP的HyperLiquid交易MCP服务器,为AI助手提供市价/限价订单、仓位管理、市场数据等工具,支持与HyperLiquid永续合约和现货…
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