MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36001 |
kegg-mcp-server
Claim
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
|
— | ||||||||
| 36002 |
colpero-mcp
Claim
Query, navigate, and verify scenes on the Colpero spatial network from any MCP …
|
— | ||||||||
| 36003 |
Enables AI agents to extract design systems, analyze components, and maintain d…
|
— | ||||||||
| 36004 |
Wasim Unity MCP Bridge
Claim
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
|
— | ||||||||
| 36005 |
js-reverse-analyzer
Claim
Provides JavaScript reverse engineering capabilities including static analysis,…
|
— | ||||||||
| 36006 |
Engram
Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
|
— | ||||||||
| 36007 |
MCP Trello
Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
|
— | ||||||||
| 36008 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
|
— | ||||||||
| 36009 |
Airlock MCP
Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
|
— | ||||||||
| 36010 |
Dev Team MCP
Claim
Autonomous AI software development pipeline that transforms tickets into produc…
|
— | ||||||||
| 36011 |
Enables querying Google Search Console data, including search analytics with ad…
|
— | ||||||||
| 36012 |
mcp-server-jira
Claim
Enables an AI agent to manage Jira Stories in a self-hosted Jira instance via t…
|
— | ||||||||
| 36013 |
MCPSentry
Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
|
— | ||||||||
| 36014 |
MCP ArchiMate Server
Claim
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
|
— | ||||||||
| 36015 |
OpenFDA MCP Server
Claim
MCP server providing access to U.S. FDA public datasets including drugs, medica…
|
— | ||||||||
| 36016 |
infra-mcp
Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
|
— | ||||||||
| 36017 |
google-fonts-mcp
Claim
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
|
— | ||||||||
| 36018 |
mcp-agent-tools
Claim
Enables AI agents to execute tools securely with Docker isolation, tier-based p…
|
— | ||||||||
| 36019 |
Thread Contract is a local runtime contract layer for AI coding-agent threads. …
|
— | ||||||||
| 36020 |
oscilloscope-mcp
Claim
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
|
— | ||||||||
| 36021 |
TrueMemory
Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
|
— | ||||||||
| 36022 |
mcp-server-google-vision
Claim
Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of …
|
— | ||||||||
| 36023 |
mcp-oauth-test-server
Claim
A configurable OAuth 2.0 authorization server and OAuth-protected MCP server fo…
|
— | ||||||||
| 36024 |
corpuskit
Claim
Enables AI coding agents to search documentation and query constraints via MCP …
|
— | ||||||||
| 36025 |
mysql-mcp-server
Claim
Enables MySQL database operations through MCP, including executing SQL queries,…
|
— | ||||||||
| 36026 |
sf-graph
Claim
Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to rea…
|
— | ||||||||
| 36027 |
v0-mcp-ts
Claim
Bridge design and code seamlessly by generating UI components and layouts from …
|
— | ||||||||
| 36028 |
CodeSift
Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
|
— | ||||||||
| 36029 |
Todoist MCP Server
Claim
Enables task, project, section, label, and comment management via Todoist's API…
|
— | ||||||||
| 36030 |
swamymcpfirst
Claim
|
— | ||||||||
| 36031 |
mark-coach-mcp
Claim
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
|
— | ||||||||
| 36032 |
hypermnesia
Claim
A semantic memory store for AI agents, enabling persistent memory across sessio…
|
— | ||||||||
| 36033 |
Enables AI assistants to interact with Salesforce orgs through natural language…
|
— | ||||||||
| 36034 |
A CircleCI MCP server specialized in config review, providing tools for fetchin…
|
— | ||||||||
| 36035 |
ft_mcp
Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
|
— | ||||||||
| 36036 |
Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling ac…
|
— | ||||||||
| 36037 |
HANAPerformanceMCP
Claim
An MCP server that gives AI assistants direct access to SAP HANA performance da…
|
— | ||||||||
| 36038 |
@trigv/mcp
Claim
Enables AI clients in Cursor, Claude Code, and VS Code to send notification eve…
|
— | ||||||||
| 36039 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories with semantic se…
|
— | ||||||||
| 36040 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
|
— | ||||||||
| 36041 |
UI Analyzer MCP Server
Claim
Analyzes website UIs using Playwright and provides precise CSS/HTML fix instruc…
|
— | ||||||||
| 36042 |
saihm-memory
Claim
Provides persistent, client-side-encrypted memory for AI coding assistants via …
|
— | ||||||||
| 36043 |
claude-dials
Claim
An MCP server that provides Claude with adjustable 0-10 sliders for behavior di…
|
— | ||||||||
| 36044 |
Enables AI agents to render interactive user interfaces such as forms, dashboar…
|
— | ||||||||
| 36045 |
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
|
— | ||||||||
| 36046 |
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
|
— | ||||||||
| 36047 |
bjn-uy-mcp
Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
|
— | ||||||||
| 36048 |
stackql
Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
|
— | ||||||||
| 36049 |
aha-mcp
Claim
MCP server for accessing and managing Aha! records, including features, require…
|
— | ||||||||
| 36050 |
Llama-Bridge
Claim
MCP server that enables cloud models (like Gemini/Claude) to delegate coding ta…
|
— | ||||||||