MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31851
fetch-extract Claim 1
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
F 18 35 0 0 55
31852
mcp-merchant Claim 1
Search-only commerce MCP server backed by Stripe (test)
F 16 35 0 0 47
○ Unscored
31853
jens-duttke
mcp-popup-ui Claim
Enables AI assistants to present interactive choices to users via browser popup…
N/A N/A
31854
skillzmarket
Enables AI assistants to search, get info, call, and review paid AI skills on S…
31855
IvanTereshin
yougile-mcp Claim
A production-grade Model Context Protocol server for YouGile that lets AI agent…
31856
sanjibani
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
31857
Mervecaliskann
A simple MCP server that provides repository information (list repos, get repo …
31858
cuenobi
mcp Claim
N/A N/A 95
31859
isouravsengupta
mlctl Claim
Enables natural language management of the full ML lifecycle including experime…
31860
cyanheads
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
N/A N/A
31861
getcustomaise
customaise Claim
Connects AI coding agents to the Customaise Chrome extension, enabling manageme…
N/A N/A
31862
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
N/A N/A
31863
manza7014
tingyun-mcp Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
31864
aHk-coder
finn-mcp Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
31865
Oscorp-HQ
Drive Android & iOS mobile-app automation from your AI agent on locally connect…
N/A N/A
31866
abedell-g2
Transforms design inputs (URLs, screenshots, descriptions) into production-read…
31867
RedRio-bit
A filesystem MCP server that journals every file operation (write, delete, move…
N/A N/A
31868
liqi888
Converts structured Markdown into ProcessOn mind maps via API, enabling AI agen…
N/A N/A
31869
VM233
Exposes VMFramework-specific editor workflows as first-class Unity MCP project …
N/A N/A
31870
darula-hpp
memgrep Claim
Enables agents to search and retrieve past chat transcripts from a local memory…
N/A N/A
31871
Armigerous
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
31872
rechedev9
Enables Tealium data layer validation, debugging, documentation generation, and…
N/A N/A
31873
CSOAI-ORG
seo-checker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
31874
eemijuntunen
An MCP server for managing OpenSearch Dashboards, enabling AI assistants to cre…
31875
lietblue
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
N/A N/A
31876
nexoreai
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
31877
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
31878
cherryaugusta
A Windows-first Python MCP server for Gmail that reads unread emails and create…
N/A N/A
31879
goodmeta
Spending limits for AI agents. Create budgets, enforce limits, track spend acro…
31880
PascaleBeier
hitkeep Claim
Privacy-first web analytics with a read-only MCP server for aggregate traffic, …
31881
bradbogdan
kalendia-mcp Claim
An MCP server for Kalendia that enables AI assistants to manage calendar connec…
N/A N/A
31882
tobiask1977
Enables monitoring and controlling KegLand RAPT fermentation chambers and RaptP…
N/A N/A
31883
xsg22
Enables querying and editing configuration items in Apollo Config Center using …
31884
axel-belfort
HTTP header security analysis API for AI agents. Analyze response headers for a…
81
31885
mquan
nimble Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
N/A N/A
31886
toreydai
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
31887
darthzen
An MCP server that lets Claude Code delegate coding tasks such as code generati…
31888
Nuo-chen-287
MCP server that provides a tool to query the status of an electronic pet named …
N/A N/A
31889
Nathan-Nguyen-Tech
MCP server for connecting Claude Desktop to a local medical knowledge base with…
N/A N/A
31890
karichetivenkat45-pixel
Lets AI coding assistants control and inspect a live Chrome browser through MCP…
N/A N/A
31891
Graph-tl
Graph Claim
An MCP server that gives your agent a persistent project brain: vision, archite…
N/A N/A
31892
Oliviergg
A Python MCP server for fetching and summarizing news articles from the Boring …
31893
pipeworx-io
mcp-ocrspace Claim
OCR.space MCP server that enables image and PDF text extraction via the OCR.spa…
31894
Paillat-dev
topgg-mcp Claim
Enables AI assistants to manage Top.gg bot or server listings, including updati…
N/A N/A
31895
Envious-Labs-LLC
Enables Claude Code to consult external LLMs (GPT, Gemini) through multi-turn s…
N/A N/A
31896
hdjebar
Production-ready MCP server for Neo4j graph databases, enabling natural languag…
31897
danimoya
sprinter Claim
A self-hosted backlog tracker with priority scoring and an MCP server, enabling…
31898
aunkidwai
Automates navigation of UpGrad's learning platform using Playwright to extract …
N/A N/A
31899
petabloom
Access high quality transcripts for podcasts. Updated in real-time as new episo…
81
31900
nayantarasundarraj-hue
Enables managing Databricks directly from Cursor IDE with 30 tools for notebook…
N/A N/A
Showing 31851–31900 of 66549 servers
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