MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36001
Lucas-Servi
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
36002
lucatrevisanii
colpero-mcp Claim
Query, navigate, and verify scenes on the Colpero spatial network from any MCP …
N/A N/A
36003
tothienbao6a0
Enables AI agents to extract design systems, analyze components, and maintain d…
N/A N/A
36004
wasim-development
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
N/A N/A
36005
sjhhh024-cmyk
Provides JavaScript reverse engineering capabilities including static analysis,…
N/A N/A
36006
Patdolitse
Engram Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
N/A N/A
36007
Birdiz
MCP Trello Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
36008
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
36009
reunionstudio
Airlock MCP Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
N/A N/A
36010
th1234th
Dev Team MCP Claim
Autonomous AI software development pipeline that transforms tickets into produc…
N/A N/A
36011
oscarcalvo
Enables querying Google Search Console data, including search analytics with ad…
36012
sina-haseli
Enables an AI agent to manage Jira Stories in a self-hosted Jira instance via t…
36013
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
36014
dqxorg
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
N/A N/A
36015
sapientsai
MCP server providing access to U.S. FDA public datasets including drugs, medica…
36016
DTG404
infra-mcp Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
N/A N/A
36017
sliday
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
36018
CidLucas
Enables AI agents to execute tools securely with Docker isolation, tier-based p…
36019
ch998244353
Thread Contract is a local runtime contract layer for AI coding-agent threads. …
N/A N/A
36020
masahiro-999
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
N/A N/A
36021
buildingjoshbetter
TrueMemory Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
N/A N/A
36022
KohenAvocats
Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of …
N/A N/A
36023
hercemer42
A configurable OAuth 2.0 authorization server and OAuth-protected MCP server fo…
36024
SupaKang
corpuskit Claim
Enables AI coding agents to search documentation and query constraints via MCP …
N/A N/A
36025
myheisenberg
Enables MySQL database operations through MCP, including executing SQL queries,…
36026
nwant
sf-graph Claim
Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to rea…
N/A N/A
36027
Conce-AI
v0-mcp-ts Claim
Bridge design and code seamlessly by generating UI components and layouts from …
N/A N/A 95
36028
greglas75
CodeSift Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
N/A N/A
36029
OAuthBringer
Enables task, project, section, label, and comment management via Todoist's API…
36030 N/A N/A 95
36031
BlueNacho
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
N/A N/A
36032
others-git
hypermnesia Claim
A semantic memory store for AI agents, enabling persistent memory across sessio…
36033
timaw513-emergenit
Enables AI assistants to interact with Salesforce orgs through natural language…
N/A N/A
36034
hidetaka-cci
A CircleCI MCP server specialized in config review, providing tools for fetchin…
36035
alsaeed3
ft_mcp Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
N/A N/A
36036
globalpocket
Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling ac…
N/A N/A
36037
erhankeseli
An MCP server that gives AI assistants direct access to SAP HANA performance da…
36038
Trigv
@trigv/mcp Claim
Enables AI clients in Cursor, Claude Code, and VS Code to send notification eve…
36039
1OOyan
Enables AI assistants to store and retrieve long-term memories with semantic se…
N/A N/A
36040
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
36041
0x-Professor
Analyzes website UIs using Playwright and provides precise CSS/HTML fix instruc…
N/A N/A
36042
citw2
saihm-memory Claim
Provides persistent, client-side-encrypted memory for AI coding assistants via …
36043
willykeenan
claude-dials Claim
An MCP server that provides Claude with adjustable 0-10 sliders for behavior di…
36044
AiAgentKarl
Enables AI agents to render interactive user interfaces such as forms, dashboar…
36045
arjungowdal4601
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
36046
kaleckh
AuthProof Claim 1
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A 60
36047
raerdi10-svg
bjn-uy-mcp Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
36048
stackql
stackql Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
36049
popand
aha-mcp Claim
MCP server for accessing and managing Aha! records, including features, require…
N/A N/A
36050
shreyashp77
Llama-Bridge Claim
MCP server that enables cloud models (like Gemini/Claude) to delegate coding ta…
N/A N/A
Showing 36001–36050 of 66549 servers
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