MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20451 |
Five-level AI collaboration system with persistent memory and anticipatory capa…
|
B 75 4⁄3 | ||||||||
| 20452 |
Melo
Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
|
B 75 3⁄3 | ||||||||
| 20453 |
PocketLantern
Claim
Blocker-aware decision layer for AI coding agents. Adds source-linked, time-sen…
|
B 75 3⁄3 | ||||||||
| 20454 |
Nextcloud MCP Server
|
B 75 4⁄4 | ||||||||
| 20455 |
ahk-mcp
Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
|
B 75 4⁄3 | ||||||||
| 20456 |
Self-healing proxy for MCP servers with retry, circuit breaker, and observabili…
|
B 75 3⁄3 | ||||||||
| 20457 |
Enables comprehensive ClickUp workspace management through 170+ AI-powered tool…
|
B 75 4⁄4 | ||||||||
| 20458 |
Enables AI agents to control and query Unreal Engine 4.27.2 editor through MCP,…
|
B 75 3⁄3 | ||||||||
| 20459 |
Team-aware memory: intent, decisions, real-time conflicts for AI coding assista…
|
B 75 3⁄3 | ||||||||
| 20460 |
glp1search
Claim
GLP-1 provider directory, peptide database, and medication comparison tools.
|
B 75 3⁄3 | ||||||||
| 20461 |
Reddit automation for AI agents — browse feeds, search posts, comment, vote, an…
|
B 75 3⁄3 | ||||||||
| 20462 |
huntkit
Claim
Investigation toolkit for Claude Code: case management, OSINT, structured analy…
|
B 75 3⁄3 | ||||||||
| 20463 |
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deploym…
|
B 75 3⁄3 | ||||||||
| 20464 |
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
|
B 75 4⁄3 | ||||||||
| 20465 |
A persistent, PostgreSQL-backed repository management system and semantic memor…
|
B 75 3⁄3 | ||||||||
| 20466 |
backlog-mcp
Claim
MCP server that gives AI agents structured read/write access to a story-based p…
|
B 75 3⁄3 | ||||||||
| 20467 |
claude-code-skills
Claim
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Ag…
|
B 75 3⁄3 | ||||||||
| 20468 |
Enables AI assistants to interact with ProjectHub for comprehensive project man…
|
B 75 4⁄3 | ||||||||
| 20469 |
AI smart contract forge — 8-agent security audits, generation, and compilation …
|
B 75 3⁄3 | ||||||||
| 20470 |
Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos…
|
B 75 3⁄3 | ||||||||
| 20471 |
|
B 75 4⁄3 | ||||||||
| 20472 |
|
B 75 3⁄3 | ||||||||
| 20473 |
MCP server for Frappe/ERPNext development with AI assistance for DocTypes, benc…
|
B 75 4⁄3 | ||||||||
| 20474 |
MCP ZAP Server
Claim
Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.
|
B 75 3⁄3 | ||||||||
| 20475 |
DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.
|
B 75 3⁄3 | ||||||||
| 20476 |
Provides access to PortOne's official documentation (developer center, help cen…
|
B 75 4⁄4 | ||||||||
| 20477 |
OpenAPI to MCP
Claim
Automatically converts any OpenAPI specification or Postman Collection into an …
|
B 75 4⁄4 | ||||||||
| 20478 |
Enables AI assistants to manage Google Tasks through natural language interacti…
|
B 75 4⁄4 | ||||||||
| 20479 |
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
|
B 75 3⁄3 | ||||||||
| 20480 |
furi
Claim
CLI & API for MCP management
|
B 75 4⁄3 | ||||||||
| 20481 |
Embody
Claim
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus gi…
|
B 75 3⁄3 | ||||||||
| 20482 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20483 |
|
B 75 4⁄3 | ||||||||
| 20484 |
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
|
B 75 3⁄3 | ||||||||
| 20485 |
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
|
B 75 4⁄4 | ||||||||
| 20486 |
Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript cod…
|
B 75 3⁄3 | ||||||||
| 20487 |
Enables Claude Code and OpenAI Codex to ask each other questions through iTerm …
|
B 75 3⁄3 | ||||||||
| 20488 |
Give secure read/write access to your Standard Notes vault — end-to-end encrypt…
|
B 75 3⁄3 | ||||||||
| 20489 |
A GDB debugging tool designed for AI Agents (Claude Code, etc.)
|
B 75 3⁄3 | ||||||||
| 20490 |
Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by n…
|
B 75 3⁄3 | ||||||||
| 20491 |
Model Context Protocol for Wikidata
|
B 75 3⁄3 | ||||||||
| 20492 |
Enables LLMs to interact with the Tulip manufacturing platform, providing acces…
|
B 75 4⁄4 | ||||||||
| 20493 |
Sephera
Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
|
B 75 3⁄3 | ||||||||
| 20494 |
Enables Claude to access and manage YouTube channel data through the YouTube Da…
|
B 75 3⁄3 | ||||||||
| 20495 |
kg
Claim
Local knowledge graph memory MCP server for AI assistants.
|
B 75 3⁄3 | ||||||||
| 20496 |
Most database MCP servers make you run one query at a time, repeat connection d…
|
B 75 3⁄3 | ||||||||
| 20497 |
Enables Claude AI to interact with Viva Engage (Yammer) for browsing communitie…
|
B 75 3⁄3 | ||||||||
| 20498 |
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a …
|
B 75 3⁄3 | ||||||||
| 20499 |
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
|
B 75 3⁄3 | ||||||||
| 20500 |
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and rec…
|
B 75 3⁄3 | ||||||||