MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59951 |
SimpleSQL MCP Server
Claim
Multi-database SQL operations MCP server that enables CRUD, table creation, and…
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| 59952 |
scifinder-route-mcp
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MCP server for indexing and searching reaction-step-level synthesis routes from…
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| 59953 |
hyperliquid-mcp
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Integrates with Hyperliquid DEX to enable trading, account management, and mark…
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| 59954 |
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
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| 59955 |
atlaso
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Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
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| 59956 |
Blog-MCP
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Provides MCP tools to interact with Dev.to, enabling searching, browsing, and p…
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| 59957 |
Role-based AI assistant for hospital workflows, patient FAQ, staff tools, and s…
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| 59958 |
mcp-helm
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Provides AI assistants with real Helm chart data from repositories, enabling ac…
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| 59959 |
mcp-plu-upc
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MCP server for looking up product information by UPC, EAN, GTIN barcodes and PL…
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| 59960 |
igpsport-mcp
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Analyze iGPSport cycling data with natural language, computing derived training…
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| 59961 |
ContextCrumb
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ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
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| 59962 |
Kleap
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Enables AI agents to build, edit, and publish live websites with hosting, datab…
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| 59963 |
plex-mcp-server
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Lets AI assistants browse your libraries, search media, get viewing recommendat…
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| 59964 |
ha-mcp
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A self-hosted MCP server for Home Assistant that exposes full control over enti…
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| 59965 |
Enables querying health data from the Health Auto Export app on iPhone/iPad via…
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| 59966 |
Web Reader
Claim
Converts web pages to Markdown for MCP clients like Claude, with support for si…
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| 59967 |
mcp-server-sparql
Claim
A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabli…
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| 59968 |
Enables AI agents to create and edit Zoho Analytics chart reports, run SQL quer…
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| 59969 |
Adobe Extensibility MCP
Claim
This MCP server provides AI coding assistants with curated Adobe developer know…
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| 59970 |
tiktok-uploader-mcp
Claim
MCP server to prepare photo carousel uploads for TikTok by bundling images, cap…
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| 59971 |
youtube-marketing-skills
Claim
MCP server that connects AI agents to real YouTube channel analytics and SEO ma…
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| 59972 |
synapse-code-mcp
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Structural code context server for AI agents — compressed symbol indexes, depen…
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| 59973 |
mcp_zoomeye
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| 59974 |
github-mcp
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| 59975 |
foundrynet-search
Claim
x402-gated web search gateway. Tools: search, search_enriched.
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| 59976 |
GenLayer MCP Server
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A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
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| 59977 |
FDS Estimator MCP
Claim
Cloudflare-hosted MCP server for stateful fence quoting. It stores quote state …
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| 59978 |
MathMind MCP Server
Claim
Provides a audio/video creation toolbox via MCP protocol, enabling natural lang…
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| 59979 |
MCP Server
Claim
Enables natural language DevOps automation with Docker, Kubernetes, and AWS int…
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| 59980 |
ai-mcp-server
Claim
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
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| 59981 |
Fuse Network
Claim
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
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| 59982 |
gaokao-helper-worker-mcp
Claim
Provides read-only access to Guangdong gaokao data, enabling searches for schoo…
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| 59983 |
Summarizes Slack activity and GitLab merge requests with OpenAI to help generat…
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| 59984 |
arcpro-mcp
Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
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| 59985 |
web-fetch-mcp
Claim
A web-fetch MCP server for LLM agents that fetches pages with an escalation lad…
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| 59986 |
shell-as-mcp
Claim
Maps shell commands to standard MCP tools using single-file YAML specs.
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| 59987 |
Moxie CRM MCP Server
Claim
An MCP server that enables LLMs to interact with Moxie CRM. Provides comprehens…
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| 59988 |
cross-review
Claim
MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, …
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| 59989 |
PVGIS MCP
Claim
MCP server that estimates photovoltaic production using the European Commission…
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| 59990 |
ms-graph-dev
Claim
Helps construct and validate Microsoft Graph REST API calls with on-demand tool…
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| 59991 |
DeFi Intelligence Engine
Claim
Complete DeFi intelligence — Yield, Staking, Restaking, RWA, Perps,
Gas Optimiz…
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| 59992 |
test
Claim
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| 59993 |
vvvesse
Claim
ESSE (Existence Synchronization System Entity) — a meta-agent MCP server that f…
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