MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 11 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21801 |
adtk
Claim
The most comprehensive Azure DevOps MCP server & CLI — 13 tools, 82 actions, si…
|
C 68 4⁄4 | ||||||||
| 21802 |
Integrates Clockify time tracking directly into Claude Desktop, enabling users …
|
C 68 4⁄4 | ||||||||
| 21803 |
My Prompts MCP
Claim
Lightweight MCP server for providing user prompts defined in Markdown with argu…
|
C 68 3⁄3 | ||||||||
| 21804 |
MCP server for analyzing Perfetto traces with LLMs — query .pftrace files in Pe…
|
C 68 3⁄3 | ||||||||
| 21805 |
Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with…
|
C 68 3⁄3 | ||||||||
| 21806 |
Official MCP server for Buildkite. Create new pipelines, diagnose and fix failu…
|
C 68 4⁄3 | ||||||||
| 21807 |
Provides access to Strapi CMS content through the MCP protocol, allowing users …
|
C 68 4⁄4 | ||||||||
| 21808 |
MCP server for interacting with GitLab API, supporting dynamic tool selection a…
|
C 68 3⁄3 | ||||||||
| 21809 |
Enables secure chat-based interaction with PostgreSQL databases through Claude …
|
C 68 4⁄4 | ||||||||
| 21810 |
Integrates with Perforce P4 version control system via Model Context Protocol, …
|
C 68 4⁄3 | ||||||||
| 21811 |
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
|
C 68 3⁄3 | ||||||||
| 21812 |
Build and deploy an autonomous Devto Agent capable of interacting with the Dev.…
|
C 68 4⁄3 | ||||||||
| 21813 |
MCP server for UK Parliament Treaties API
|
C 68 4⁄3 | ||||||||
| 21814 |
Xiaohongshu MCP Python
Claim
Enables automated content publishing and management on Xiaohongshu (Little Red …
|
C 68 4⁄3 | ||||||||
| 21815 |
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, toke…
|
C 68 3⁄3 | ||||||||
| 21816 |
Multi-instance ServiceNow MCP server with 40+ tools and intelligent schema disc…
|
C 68 4⁄3 | ||||||||
| 21817 |
agent-comms-mcp
Claim
Enables multiple Claude Code instances to communicate through direct messages a…
|
C 68 3⁄3 | ||||||||
| 21818 |
Geargrafx
Claim
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and em…
|
C 68 3⁄3 | ||||||||
| 21819 |
Knowledge base for Claude Code with semantic search, feed intelligence, and tea…
|
C 68 3⁄3 | ||||||||
| 21820 |
structurizr
Claim
Structurizr is a "models as code" tool designed for the C4 model.
|
C 68 3⁄3 | ||||||||
| 21821 |
An MCP server for Garmin Connect that provides access to fitness activities, he…
|
C 68 3⁄3 | ||||||||
| 21822 |
Provides AI agents with visibility into React applications by exposing tools to…
|
C 68 4⁄3 | ||||||||
| 21823 |
react-analyzer-mcp
Claim
A Docker-managed MCP server for analyzing React codebases and generating compon…
|
C 68 3⁄3 | ||||||||
| 21824 |
Prevents your AI from breaking code by revealing hidden file dependencies throu…
|
C 68 4⁄3 | ||||||||
| 21825 |
Enables Claude AI to directly control Blender for automated 3D modeling, scene …
|
C 68 4⁄4 | ||||||||
| 21826 |
Enables AI agents to control Adobe Lightroom Classic on macOS for professional …
|
C 68 4⁄3 | ||||||||
| 21827 |
A Model Context Protocol server for Omi interaction and automation. This server…
|
C 68 4⁄4 | ||||||||
| 21828 |
Model Context Protocol server that enables LLMs to interact with X.com (formerl…
|
C 68 4⁄4 | ||||||||
| 21829 |
Enables interaction with Shopify store data via the GraphQL Admin API to manage…
|
C 68 4⁄4 | ||||||||
| 21830 |
Control mpv media player — playback, playlists, YouTube streaming, and download…
|
C 68 3⁄3 | ||||||||
| 21831 |
Encrypted secrets and credential management for agents
|
C 68 3⁄3 | ||||||||
| 21832 |
Gearlynx
Claim
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linu…
|
C 68 3⁄3 | ||||||||
| 21833 |
Zabbix integration for hosts, items, triggers, templates, problems, data and mo…
|
C 68 4⁄4 | ||||||||
| 21834 |
Enables interaction with Shopify store data (products, customers, orders) via G…
|
C 68 4⁄4 | ||||||||
| 21835 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21836 |
Polymarket, GDELT, OpenSky, Cloudflare Radar unified as one MCP server.
|
C 68 3⁄3 | ||||||||
| 21837 |
Gives AI development tools Firebase-specific capabilities and expertise.
|
C 68 4⁄3 | ||||||||
| 21838 |
Automates carbon credit project registration document review, transforming 6-8 …
|
C 68 4⁄3 | ||||||||
| 21839 |
Greet people by name and check local forecasts and weather alerts across the U.…
|
C 68 3⁄3 | ||||||||
| 21840 |
Provides fast file search capabilities using fd (a modern find alternative), en…
|
C 68 4⁄3 | ||||||||
| 21841 |
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
|
C 68 4⁄3 | ||||||||
| 21842 |
My Tools MCP Server
Claim
Provides file reading and mathematical calculation tools through the Model Cont…
|
C 68 3⁄3 | ||||||||
| 21843 |
mcp-tacit
Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
|
C 68 3⁄3 | ||||||||
| 21844 |
Pay for any x402-gated content or API with USDC micropayments on Base. Discover…
|
C 68 3⁄3 | ||||||||
| 21845 |
A local MCP server that provides semantic code search for Python codebases usin…
|
C 68 4⁄3 | ||||||||
| 21846 |
A Model Context Protocol server that enables management of RPG Maker MZ and MV …
|
C 68 3⁄3 | ||||||||
| 21847 |
A high-performance HTTP service that bridges Claude Code or other MCP clients w…
|
C 68 4⁄4 | ||||||||
| 21848 |
osmmcp
Claim
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Mode…
|
C 68 4⁄3 | ||||||||
| 21849 |
Transforms AI agents into industry experts through natural conversation, enabli…
|
C 68 4⁄4 | ||||||||
| 21850 |
mcp-tacit
Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
|
C 68 3⁄3 | ||||||||