MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30355
Scored
2112
Verified
16953
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63901
japan08
Multi-account Gmail MCP server that lets assistants scan inbox, read threads, d…
N/A N/A
63902
sfdrive223-art
A FastMCP server that dynamically loads tools from Python/YAML file pairs, acti…
N/A N/A
63903
AIHomeDesign
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
63904
AiAgentKarl
Provides real-time electricity grid data including CO2 intensity, power mix, an…
63905
norm613
MCP server for accessing the eSpace facilities management API, enabling work or…
N/A N/A
63906
petrsovadina
CzechMedMCP Claim
An MCP server with 60 tools connecting AI assistants to Czech healthcare databa…
63907
NimbleBrainInc
Enables comprehensive Asana workspace management through natural language, supp…
81
63908
marksolly
Intelligent code indexing and analysis for Large Language Models, enabling adva…
N/A N/A
63909
poshjosh
Enables publishing content to multiple social media platforms (YouTube, Twitter…
63910
jhongjun1981
An MCP server for scraping product data from Taobao/Tmall and JD.com, providing…
63911
BarnsL
Hermes Squad Claim
Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
N/A N/A
63912
bugatti742
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
N/A N/A
63913
fastmcp-me
Advanced MCP server that uses OpenRouter and Perplexity APIs for enhanced query…
63914
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
63915
denysmilimonko
MCP server for retrieving FAQ and glossary from the hotline.finance insurance s…
63916
DonMul
Enables natural language querying of SQL databases using AI, supporting multipl…
63917
Ayushmaniar
Enables PowerPoint automation on Windows, including template-based creation, re…
N/A N/A
63918
jules-tnk
Enables AI agents to send HTTP requests to any endpoint with full control over …
N/A N/A
63919
gabrielg2020
Exposes GOV.UK Frontend components and Design System patterns and styles as MCP…
63920
beamof
Wraps the miniQMT interface to enable AI assistants to query A-share market dat…
N/A N/A
63921
walkerpauldavid
Enables interaction with Omada Identity Governance and Administration system fo…
63922
Wolflangis
Video Loom Claim
Turn audio or text into a finished AI music video: narrative, multi-provider cl…
63923
pipeworx-io
Enables querying Japanese government statistics from e-Stat, including metadata…
63924
juananpe
Provides tools for searching and downloading images using Google Image Search A…
N/A N/A
63925
remoet-labs
remoet-mcp Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
63926
elfensky
apple-mcp Claim
A unified MCP server for macOS native apps, currently supporting Calendar and R…
N/A N/A
63927
elifbeyzatok00
MCP server for the Petstore API enabling LLMs to find pets by status via functi…
63928
LWaetzig
An MCP server for searching Google Scholar, enabling paper search, author looku…
63929
jaenster
Enables AI systems to store and search resources with fuzzy search, regex, and …
N/A N/A
63930
ebenova
fieldops Claim
N/A N/A 95
63931
remimenguy
mcp-flow Claim
A safe, local MCP server that lets Claude drive a controlled software-developme…
N/A N/A
63932
matilarrazabal
Enables managing todo lists and tasks through natural language, supporting crea…
63933
jupiter-ai0211
Lets AI clients store, search, and summarize short notes about a codebase durin…
N/A N/A
63934
JoyGhoshs
A deliberately insecure MCP server designed as a pentest lab to demonstrate com…
N/A N/A
63935
sichengchen
Provides over 50 tools across 14 categories for accessing Ohio State University…
63936
jamesbubenik
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
N/A N/A
63937
kubouchiyuya
A multi-provider voice notification MCP server that enables Claude Code to prov…
N/A N/A 95
63938
abrahamADSK
maya-mcp Claim
Enables control of Autodesk Maya using natural language via Claude and the Mode…
N/A N/A
63939
Ivy-Innovation
cubelife Claim
Give AI agents a persistent pixel-art character reflecting their state in real …
N/A N/A
63940
CSOAI-ORG
Fetch Http Claim
Enables fetching HTTP resources through the MCP protocol.
63941
CRED-CLUB
aws-cost-mcp Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
63942
odoo-dgoo2308
Enables interaction with Odoo instances via XML-RPC, supporting CRUD operations…
63943
jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
N/A N/A 95
63944
MustafaPatharia
Enables AI assistants to fetch ProofHub task details, comments, and bug tracker…
63945
shabaraba
A specialized MCP server focused on process management, development server cont…
N/A N/A
63946
andras-tkcs
noteker Claim
Converts handwritten PDF notes into clean Markdown using Claude Vision, with to…
N/A N/A
63947
ToddFisher42
Provides real-time AI infrastructure data including LLM costs, model benchmarks…
63948
Dosk3n
MCP server that connects Codex and other MCP clients to a running Glyph Hold in…
N/A N/A
63949
diegorv
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
N/A N/A
63950
AndreaBContarini
Enables natural language file operations and intelligent file analysis via MCP,…
N/A N/A
Showing 63901–63950 of 64126 servers