MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59951
Eqooid
Multi-database SQL operations MCP server that enables CRUD, table creation, and…
N/A N/A
59952
kettly1260
MCP server for indexing and searching reaction-step-level synthesis routes from…
N/A N/A
59953
Impa-Ventures
Integrates with Hyperliquid DEX to enable trading, account management, and mark…
59954
explorellm32-usr
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
59955
imashishkh21
atlaso Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
N/A N/A
59956
Blog-MCP Claim
Provides MCP tools to interact with Dev.to, enabling searching, browsing, and p…
59957
Rohit-ds26
Role-based AI assistant for hospital workflows, patient FAQ, staff tools, and s…
59958
kubedoll-heavy-industries
mcp-helm Claim
Provides AI assistants with real Helm chart data from repositories, enabling ac…
59959
indigokarasu
mcp-plu-upc Claim
MCP server for looking up product information by UPC, EAN, GTIN barcodes and PL…
59960
dengxuhui
igpsport-mcp Claim
Analyze iGPSport cycling data with natural language, computing derived training…
N/A N/A
59961
Yuchen20
ContextCrumb Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
N/A N/A
59962
Kleap-co
Kleap Claim
Enables AI agents to build, edit, and publish live websites with hosting, datab…
59963
x10send
Lets AI assistants browse your libraries, search media, get viewing recommendat…
59964
ha-mcp Claim
A self-hosted MCP server for Home Assistant that exposes full control over enti…
N/A N/A
59965
HealthyApps
Enables querying health data from the Health Auto Export app on iPhone/iPad via…
N/A N/A
59966
PPParticle
Web Reader Claim
Converts web pages to Markdown for MCP clients like Claude, with support for si…
N/A N/A
59967
A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabli…
59968
Enables AI agents to create and edit Zoho Analytics chart reports, run SQL quer…
59969
davidbenge
This MCP server provides AI coding assistants with curated Adobe developer know…
59970
MCP server to prepare photo carousel uploads for TikTok by bundling images, cap…
N/A N/A
59971
adityaarsharma
MCP server that connects AI agents to real YouTube channel analytics and SEO ma…
59972
Eltortilla1
Structural code context server for AI agents — compressed symbol indexes, depen…
N/A N/A
59973
pbuff07
mcp_zoomeye Claim
N/A N/A 95
59974
joeleesuh
github-mcp Claim
N/A N/A 95
59975
FoundryNet
x402-gated web search gateway. Tools: search, search_enriched.
59976
albert-mr
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
59977
Cloudflare-hosted MCP server for stateful fence quoting. It stores quote state …
59978
Runninghcm
Provides a audio/video creation toolbox via MCP protocol, enabling natural lang…
59979
th1234th
MCP Server Claim
Enables natural language DevOps automation with Docker, Kubernetes, and AWS int…
59980
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
N/A N/A
59981
Fuse Network Claim
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
59982
Provides read-only access to Guangdong gaokao data, enabling searches for schoo…
59983
chaodonghu
Summarizes Slack activity and GitLab merge requests with OpenAI to help generat…
N/A N/A
59984
qiobn
arcpro-mcp Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
N/A N/A
59985
Dutta-SD
A web-fetch MCP server for LLM agents that fetches pages with an escalation lad…
N/A N/A
59986
meomeo-dev
shell-as-mcp Claim
Maps shell commands to standard MCP tools using single-file YAML specs.
N/A N/A
59987
flyingwebie
An MCP server that enables LLMs to interact with Moxie CRM. Provides comprehens…
N/A N/A
59988
LCV-Ideas-Software
cross-review Claim
MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, …
N/A N/A
59989
maxturazzini
PVGIS MCP Claim
MCP server that estimates photovoltaic production using the European Commission…
59990
stubbedev
ms-graph-dev Claim
Helps construct and validate Microsoft Graph REST API calls with on-demand tool…
59991
danteriva45-hub
Complete DeFi intelligence — Yield, Staking, Restaking, RWA, Perps, Gas Optimiz…
59992
noufelouan
test Claim
N/A N/A 95
59993
VeniceEsse
vvvesse Claim
ESSE (Existence Synchronization System Entity) — a meta-agent MCP server that f…
Showing 59951–59993 of 59993 servers
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