MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39901 |
mcp-recall-md
Claim
Enables semantic search over local markdown note collections using vector embed…
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| 39902 |
StraitsX MCP Server
Claim
Provides bilingual (English/Chinese) access to StraitsX payment API documentati…
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| 39903 |
WolfTech DNS MCP Server
Claim
Provides DNS lookup and email authentication diagnostic tools (SPF, DKIM, DMARC…
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| 39904 |
Reply.io
Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
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| 39905 |
yandex-metrica-mcp
Claim
Query Yandex Metrica analytics — reports, trends, metadata and raw log exports …
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| 39906 |
Bitbucket Server MCP
Claim
A professional MCP server for Bitbucket Server that enables automation of pull …
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| 39907 |
Enphase Solar MCP Server
Claim
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
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| 39908 |
agent-openapi-mcp
Claim
Live OpenAPI runtime proxy that enables calling any REST API from MCP clients w…
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| 39909 |
Grizzly SMS MCP Server
Claim
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
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| 39910 |
lex-provenance-mcp
Claim
A read-only MCP connector for searching, fetching, and citing provenance-tracke…
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| 39911 |
mcp-nettools
Claim
A Model Context Protocol server that provides network diagnostics and scanning …
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| 39912 |
Stride28 Search MCP
Claim
Enables AI assistants to search real content from Xiaohongshu and Zhihu, suppor…
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| 39913 |
Mirrors
Claim
AI agent testing: replay real sessions against a rebuilt staging environment to…
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| 39914 |
MySQL MCP Server
Claim
Enables Cursor AI to interact with MySQL databases through natural language, su…
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| 39915 |
Arc Todo MCP
Claim
MCP server that wraps the Arc Todo REST API to manage tasks, knowledge, and wor…
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| 39916 |
MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M…
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| 39917 |
GhostMap v2
Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
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| 39918 |
gitlab-mcp-server
Claim
MCP server for managing GitLab repositories — merge requests, pipelines, branch…
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| 39919 |
deephr-mcp
Claim
Read-only MCP server that proxies deepHR's API to MCP clients, enabling interac…
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| 39920 |
VecGrep
Claim
Semantic code search MCP server that reduces token usage by ~95% by returning t…
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| 39921 |
Android MCP
Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
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| 39922 |
mcpcatalogs
Claim
Enables AI assistants to search, compare, and get detailed information about MC…
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| 39923 |
Automatically extracts subtitles, captures screenshots at specified timestamps,…
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| 39924 |
Google Trends MCP Server
Claim
Enables AI assistants to access Google Trends data for comparing keywords, disc…
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| 39925 |
mcp-alphafold
Claim
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
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| 39926 |
Oneiros MCP Server
Claim
Exposes a JEPA latent world model for planning in a 2D point-mass environment v…
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| 39927 |
agentrecall
Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
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| 39928 |
Calcifier
Claim
MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
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| 39929 |
allpets_mcp
Claim
MCP server for AllPets Clinic analytics, providing weekly KPI dashboards, natur…
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| 39930 |
DB_Talk
Claim
Enables natural language interaction with SQLite databases using LangChain and …
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| 39931 |
marketplace
Claim
Search and discover credentialed operational systems on the GallanDigital marke…
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| 39932 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
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| 39933 |
telebotstudio-mcp
Claim
Enables AI assistants to search and retrieve official TeleBot Studio documentat…
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| 39934 |
Project Manager MCP
Claim
A comprehensive project management system with MCP support, enabling AI agents …
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| 39935 |
WAX MCP Server
Claim
Let AI agents interact with the WAX blockchain. Query balances, explore NFTs, t…
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| 39936 |
john-the-ripper-mcp
Claim
Enables AI assistants to perform password security auditing using John the Ripp…
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| 39937 |
World Cup 2026
Claim
Provides a tool to retrieve today's 2026 FIFA World Cup matches, including team…
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| 39938 |
Delx MCP Server
Claim
MCP stdio bridge for the Delx Protocol: continuity, witness, recovery, ontology…
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| 39939 |
ccboot-mcp-server
Claim
Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and …
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| 39940 |
snowflake-mcp
Claim
Enables AI agents to execute SQL queries and explore Snowflake databases using …
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| 39941 |
The Stall
Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
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| 39942 |
openclaw-task-mcp
Claim
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
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| 39943 |
mcp-docker-server
Claim
Effortlessly orchestrate and oversee Docker environments from anywhere, using n…
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| 39944 |
ctxtest
Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
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| 39945 |
Quantum ADS MCP
Claim
A sovereign Google marketing-agency control plane over the Model Context Protoc…
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| 39946 |
comfyui-mcp
Claim
通过MCP协议调用ComfyUI,执行文生图、图编辑、放大、去背景等工作流,支持多种MCP客户端。
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| 39947 |
chatlab-mcp
Claim
MCP server for ChatLab that automates the chatlab-cli in headless HTTP mode, en…
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| 39948 |
MCP SQL Server
Claim
Provides read-only access to SQL Server databases via Claude Desktop, with mult…
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| 39949 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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| 39950 |
cynthion-mcp
Claim
Drive a Cynthion USB test instrument from an LLM via the Model Context Protocol…
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