MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20251 |
MCP server for Taskwarrior 3.x, TaskChampion, and Timewarrior task management.
|
B 76 3⁄3 | ||||||||
| 20252 |
MCP server for Swiss public transport — connections, stationboards, real-time d…
|
B 76 3⁄3 | ||||||||
| 20253 |
Connects AI coding assistants to Gaffer test history and coverage data to analy…
|
B 76 4⁄4 | ||||||||
| 20254 |
|
B 76 3⁄3 | ||||||||
| 20255 |
Connects Claude directly to Godot 4 projects to read and manipulate scenes, nod…
|
B 76 4⁄3 | ||||||||
| 20256 |
Enables AI assistants to interact with Odoo ERP systems through natural languag…
|
B 76 4⁄4 | ||||||||
| 20257 |
A meta-MCP server that acts as a universal gateway, allowing users to discover …
|
B 76 3⁄3 | ||||||||
| 20258 |
picocalc-mcp
Claim
AI assistant access to PicoCalc MicroPython hardware over USB.
|
B 76 3⁄3 | ||||||||
| 20259 |
Open, Git-native memory protocol for MCP agents. Portable, versioned, human-edi…
|
B 76 3⁄3 | ||||||||
| 20260 |
bnbchain-mcp
|
B 76 4⁄4 | ||||||||
| 20261 |
MCP server exposing pwntools 4.15.0 functionality for binary exploitation
|
B 76 3⁄3 | ||||||||
| 20262 |
MCP server for Artillery 2.x — full flags, Fargate, raw-text parser, project la…
|
B 76 3⁄3 | ||||||||
| 20263 |
Provides comprehensive Firewalla MSP firewall integration via MCP protocol with…
|
B 76 4⁄4 | ||||||||
| 20264 |
Enables AI assistants to render 3D models from OpenSCAD code, generating single…
|
B 76 4⁄4 | ||||||||
| 20265 |
Policy-based governance for AI agent tool calls. YAML policy, approval gates, a…
|
B 76 3⁄3 | ||||||||
| 20266 |
Enables AI assistants to control Blender 3D modeling software through a stable,…
|
B 76 3⁄3 | ||||||||
| 20267 |
Technitium MCP Secure
Claim
A security-hardened MCP server for managing Technitium DNS Server via its HTTP …
|
B 76 4⁄4 | ||||||||
| 20268 |
AgentFlow is a next-generation, premium agentic workflow system built on the Mo…
|
B 76 3⁄3 | ||||||||
| 20269 |
Event-sourced knowledge graph memory for AI coding agents with semantic search
|
B 76 4⁄3 | ||||||||
| 20270 |
Governed AI workflows with human approval gates and audit trails for Claude and…
|
B 76 3⁄3 | ||||||||
| 20271 |
LinkedIn-native AI content creation, scheduling & analytics via MCP.
|
B 76 4⁄3 | ||||||||
| 20272 |
Enables AI assistants to interact with Twenty CRM for managing contacts, compan…
|
B 76 4⁄4 | ||||||||
| 20273 |
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growt…
|
B 76 3⁄3 | ||||||||
| 20274 |
A multi-step academic figure agent harness that enables AI agents to plan, gene…
|
B 76 3⁄3 | ||||||||
| 20275 |
Provides semantic search and a tag-based knowledge graph for any project, auto-…
|
B 76 3⁄3 | ||||||||
| 20276 |
toolhive
Claim
ToolHive is an enterprise-grade platform for running and managing Model Context…
|
B 76 4⁄3 | ||||||||
| 20277 |
Independent AI certification authority. Trust scores, search, comparison, and v…
|
B 76 3⁄3 | ||||||||
| 20278 |
MCP server that exposes SymPy's symbolic mathematics functionality
|
B 76 3⁄3 | ||||||||
| 20279 |
Search 800 000+ Polish public tenders (BZP + TED). Profiles of procuring entiti…
|
B 76 3⁄3 | ||||||||
| 20280 |
Bridges AI coding agents with the browser to provide visual debugging, real-tim…
|
B 76 4⁄3 | ||||||||
| 20281 |
37-tool MCP server: context health, memory, reasoning, truthfulness & research …
|
B 76 3⁄3 | ||||||||
| 20282 |
GitHub MCP Server - List PRs, issues, repo info, and search code
|
B 76 3⁄3 | ||||||||
| 20283 |
A Model Context Protocol (MCP) server for accessing Productive.io API endpoints…
|
B 76 4⁄3 | ||||||||
| 20284 |
150+ SAP HANA database tools as MCP tools for AI assistants
|
B 76 3⁄3 | ||||||||
| 20285 |
MCP Client which serves as bridge between mcp servers and local LLMs running on…
|
B 76 4⁄3 | ||||||||
| 20286 |
Python intent tracing MCP: map specs to pytest tests, monitor implementation pr…
|
B 76 4⁄3 | ||||||||
| 20287 |
Enables users to manage medical appointments by searching for doctors, checking…
|
B 76 3⁄3 | ||||||||
| 20288 |
Connect AI agents to MATLAB — execute code, run async jobs with progress report…
|
B 76 3⁄3 | ||||||||
| 20289 |
Provides comprehensive integration with the Clockify time tracking API, enablin…
|
B 76 4⁄4 | ||||||||
| 20290 |
Figma MCP server in Rust — plugin bridge, no API token, no rate limits, 73 tool…
|
B 76 3⁄3 | ||||||||
| 20291 |
mcp
Claim
Tickstem developer tools — manage cron jobs and verify emails from your AI codi…
|
B 76 3⁄3 | ||||||||
| 20292 |
Manages UTM virtual machines on macOS via AppleScript, enabling cloning, config…
|
B 76 3⁄3 | ||||||||
| 20293 |
Enables AI agents to access affiliate marketing capabilities through AgentFuse'…
|
B 76 3⁄3 | ||||||||
| 20294 |
MCP server for Shopify Admin API with a ComfyUI bridge for AI product image gen…
|
B 76 3⁄3 | ||||||||
| 20295 |
Enables CRUD operations on WebDAV file systems with authentication support, all…
|
B 76 4⁄4 | ||||||||
| 20296 |
MCP server that exposes Pyright language server functionality
|
B 76 3⁄3 | ||||||||
| 20297 |
devtap
Claim
Bridge build/dev process output to AI coding sessions via MCP — supports Claude…
|
B 76 4⁄3 | ||||||||
| 20298 |
mcp
Claim
Official PostHog MCP Server 🦔
|
B 76 4⁄4 | ||||||||
| 20299 |
wow-mcp
Claim
A comprehensive MCP server that wraps the complete World of Warcraft retail API…
|
B 76 4⁄3 | ||||||||
| 20300 |
Content-addressed semantics: fail-closed handshakes over 452 cognitive patterns.
|
B 76 3⁄3 | ||||||||