MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59801 |
LinkedIn MCP Server
Claim
Enables AI agents to interact with LinkedIn through MCP tools for retrieving co…
|
— | ||||||||
| 59802 |
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
|
— | ||||||||
| 59803 |
A structured problem-solving MCP server that breaks down complex tasks into seq…
|
— | ||||||||
| 59804 |
Jitsu
Claim
Manage Jitsu data pipelines: destinations, streams, connections, functions, liv…
|
— | ||||||||
| 59805 |
agentic-swmm-workflow
Claim
Eleven MCP servers exposing a reproducible EPA SWMM stormwater-modelling workfl…
|
— | ||||||||
| 59806 |
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of y…
|
— | ||||||||
| 59807 |
AllTrails MCP Client
Claim
Enables searching hiking trails from AllTrails.com via MCP, with smart caching …
|
— | ||||||||
| 59808 |
Quorum Git Agent
Claim
Analyze GitHub repositories with health scores, issue triage, and action items …
|
— | ||||||||
| 59809 |
S3 Data Lake MCP Server
Claim
Enables AI agents to query S3 data lakes using natural language, with support f…
|
— | ||||||||
| 59810 |
grafeo-mcp
Claim
Enables AI agents to interact with an embedded graph database (GrafeoDB) via th…
|
— | ||||||||
| 59811 |
unbrowse
Claim
|
— | ||||||||
| 59812 |
Spotify MCP Server
Claim
MCP server for the Spotify Web API — gives Claude and other AI assistants tools…
|
— | ||||||||
| 59813 |
m1nd
Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
|
— | ||||||||
| 59814 |
MCP Jira Server
Claim
Enables AI assistants to interact with Atlassian Jira via API token authenticat…
|
— | ||||||||
| 59815 |
Search coding challenge solutions by keyword and optionally filter by programmi…
|
— | ||||||||
| 59816 |
Hermes Action Bridge
Claim
Delegate real-world actions from Claude Code, Codex, and other agents to Hermes…
|
— | ||||||||
| 59817 |
Region Weather
Claim
Provide accurate and up-to-date weather information for any city or region worl…
|
— | ||||||||
| 59818 |
gallica-mcp
Claim
Enables searching and accessing OCR text from millions of digitized documents i…
|
— | ||||||||
| 59819 |
Remote MCP Server
Claim
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
|
— | ||||||||
| 59820 |
techno-leave-manager-mcp
Claim
|
— | ||||||||
| 59821 |
demo-mcp-server
Claim
A modular Python MCP server providing tools for text echoing, system informatio…
|
— | ||||||||
| 59822 |
weight-mcp
Claim
A personal calorie and protein counter MCP server for use inside claude.ai, ena…
|
— | ||||||||
| 59823 |
MCP Server OpenAI Chat
Claim
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
|
— | ||||||||
| 59824 |
printful-mcp-server
Claim
Enables to create print-on-demand products using the Printful API, allowing use…
|
— | ||||||||
| 59825 |
MCP Canvas Dev
Claim
A Model Context Protocol (MCP) server for Canvas Medical API/SDK development as…
|
— | ||||||||
| 59826 |
arxiv-mcp
Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
|
— | ||||||||
| 59827 |
Convyy MCP
Claim
Enables AI agents to create and manage Convyy boards, including diagrams, kanba…
|
— | ||||||||
| 59828 |
sshrew
Claim
Enables Claude to read files and run allowlisted commands on any Linux machine …
|
— | ||||||||
| 59829 |
sketchfab-mcp-server
Claim
Enables AI clients to search, browse, inspect, and download 3D models from Sket…
|
— | ||||||||
| 59830 |
mcp-data-cincinnati
Claim
Provides access to Cincinnati open data via the Socrata SODA API, allowing user…
|
— | ||||||||
| 59831 |
Knowledge synthesis MCP server with vector-deduplicated lessons and x402 microp…
|
— | ||||||||
| 59832 |
gmail-mcp
Claim
Enables reading Gmail emails through the Model Context Protocol, supporting lis…
|
— | ||||||||
| 59833 |
leo-running-coach
Claim
Coach Leo is an AI running coach that syncs your real training data from Strava…
|
— | ||||||||
| 59834 |
gaode
Claim
|
— | ||||||||
| 59835 |
jenkins-mcp
Claim
Provides AI assistants with full access to Jenkins CI/CD systems, enabling quer…
|
— | ||||||||
| 59836 |
FitnessMCP
Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
|
— | ||||||||
| 59837 |
dpx-mcp
Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
|
— | ||||||||
| 59838 |
TCM MCP Server
Claim
Enables AI assistants to access professional Traditional Chinese Medicine knowl…
|
— | ||||||||
| 59839 |
mcp-server-graphdb
Claim
|
— | ||||||||
| 59840 |
vite-react-teimplate
Claim
|
— | ||||||||
| 59841 |
gems-mcp
Claim
MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering …
|
— | ||||||||
| 59842 |
gogcli-mcp-docs
Claim
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
|
— | ||||||||
| 59843 |
Search and compare products from Singapore, SEA, and US markets via MCP.
|
— | ||||||||
| 59844 |
mcp-google-sheets
Claim
A Python-based MCP server that acts as a bridge between MCP-compatible clients …
|
— | ||||||||
| 59845 |
ai-log-mcp-server
Claim
Enables querying and managing AI logs through tools like listing logs, retrievi…
|
— | ||||||||
| 59846 |
mcp-notes-tools
Claim
Enables searching, reading, and appending change notes in an Obsidian vault thr…
|
— | ||||||||
| 59847 |
gemini-image-generator
Claim
Enables image generation and transformation using Google Gemini AI, with automa…
|
— | ||||||||
| 59848 |
agent-notify
Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
|
— | ||||||||
| 59849 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
|
— | ||||||||
| 59850 |
mcp-devops-deploy
Claim
Enables automated deployments, environment management, snapshots, and deploymen…
|
— | ||||||||