MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20301 |
Event-sourced knowledge graph memory for AI coding agents with semantic search
|
B 76 4⁄3 | ||||||||
| 20302 |
GitHub MCP Server - List PRs, issues, repo info, and search code
|
B 76 3⁄3 | ||||||||
| 20303 |
Enables CRUD operations on WebDAV file systems with authentication support, all…
|
B 76 4⁄4 | ||||||||
| 20304 |
MCP server for Shopify Admin API with a ComfyUI bridge for AI product image gen…
|
B 76 3⁄3 | ||||||||
| 20305 |
MCP server that exposes SymPy's symbolic mathematics functionality
|
B 76 3⁄3 | ||||||||
| 20306 |
Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress
|
B 76 4⁄3 | ||||||||
| 20307 |
bnbchain-mcp
|
B 76 4⁄4 | ||||||||
| 20308 |
|
B 76 3⁄3 | ||||||||
| 20309 |
MCP server exposing pwntools 4.15.0 functionality for binary exploitation
|
B 76 3⁄3 | ||||||||
| 20310 |
MCP server for Swiss public transport — connections, stationboards, real-time d…
|
B 76 3⁄3 | ||||||||
| 20311 |
MCP server for Taskwarrior 3.x, TaskChampion, and Timewarrior task management.
|
B 76 3⁄3 | ||||||||
| 20312 |
Provides comprehensive Firewalla MSP firewall integration via MCP protocol with…
|
B 76 4⁄4 | ||||||||
| 20313 |
Enables AI assistants to render 3D models from OpenSCAD code, generating single…
|
B 76 4⁄4 | ||||||||
| 20314 |
Policy-based governance for AI agent tool calls. YAML policy, approval gates, a…
|
B 76 3⁄3 | ||||||||
| 20315 |
Connects AI coding assistants to Gaffer test history and coverage data to analy…
|
B 76 4⁄4 | ||||||||
| 20316 |
Open, Git-native memory protocol for MCP agents. Portable, versioned, human-edi…
|
B 76 3⁄3 | ||||||||
| 20317 |
picocalc-mcp
Claim
AI assistant access to PicoCalc MicroPython hardware over USB.
|
B 76 3⁄3 | ||||||||
| 20318 |
A meta-MCP server that acts as a universal gateway, allowing users to discover …
|
B 76 3⁄3 | ||||||||
| 20319 |
Connects Claude directly to Godot 4 projects to read and manipulate scenes, nod…
|
B 76 4⁄3 | ||||||||
| 20320 |
MCP server for Artillery 2.x — full flags, Fargate, raw-text parser, project la…
|
B 76 3⁄3 | ||||||||
| 20321 |
MCP server for Zitadel identity management — manage users, projects, OIDC apps,…
|
B 76 4⁄4 | ||||||||
| 20322 |
Enables AI assistants to interact with Odoo ERP systems through natural languag…
|
B 76 4⁄4 | ||||||||
| 20323 |
🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…
|
B 76 4⁄3 | ||||||||
| 20324 |
Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete p…
|
B 76 4⁄4 | ||||||||
| 20325 |
google maps for vibecoders.
|
B 75 3⁄3 | ||||||||
| 20326 |
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and rec…
|
B 75 3⁄3 | ||||||||
| 20327 |
Connect AI assistants to your Metabase analytics platform. Access dashboards, e…
|
B 75 4⁄4 | ||||||||
| 20328 |
|
B 75 4⁄3 | ||||||||
| 20329 |
Access 21+ social media platforms through one unified API. Profiles, posts, sea…
|
B 75 3⁄3 | ||||||||
| 20330 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
|
B 75 3⁄3 | ||||||||
| 20331 |
Long-term memory system for AI agents that accumulates domain expertise through…
|
B 75 3⁄3 | ||||||||
| 20332 |
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
|
B 75 4⁄3 | ||||||||
| 20333 |
Provides AI assistants with comprehensive access to eBay's Sell APIs, including…
|
B 75 4⁄3 | ||||||||
| 20334 |
Connects Claude to your Strava account for analyzing training, predicting race …
|
B 75 3⁄3 | ||||||||
| 20335 |
Rust-powered PDF toolkit: create, read, and analyze PDFs; extract text and enti…
|
B 75 3⁄3 | ||||||||
| 20336 |
Model Context Protocol for Wikidata
|
B 75 3⁄3 | ||||||||
| 20337 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20338 |
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a …
|
B 75 3⁄3 | ||||||||
| 20339 |
magicslide-mcp-testing
Claim
|
B 75 3⁄3 | ||||||||
| 20340 |
Give secure read/write access to your Standard Notes vault — end-to-end encrypt…
|
B 75 3⁄3 | ||||||||
| 20341 |
Couchbase Model Context Protocol Server to interact with Couchbase clusters
|
B 75 4⁄3 | ||||||||
| 20342 |
MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Man…
|
B 75 4⁄4 | ||||||||
| 20343 |
Reddit automation for AI agents — browse feeds, search posts, comment, vote, an…
|
B 75 3⁄3 | ||||||||
| 20344 |
MCP server that exposes actionable Omniboard checks for the current project to …
|
B 75 3⁄3 | ||||||||
| 20345 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20346 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20347 |
claude-homelab
Claim
Comprehensive Agents, Commands, Hooks, and Skills for homelab service managemen…
|
B 75 3⁄3 | ||||||||
| 20348 |
EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …
|
B 75 3⁄3 | ||||||||
| 20349 |
Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geo…
|
B 75 3⁄3 | ||||||||
| 20350 |
Coupang MCP
Claim
Enables searching Coupang products and checking real-time lowest prices via Cla…
|
B 75 3⁄3 | ||||||||