MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21451 |
Enables interaction with Pylon's customer support platform API to manage users,…
|
B 70 4⁄4 | ||||||||
| 21452 |
49-tool MCP server for AI control of Android devices and iOS simulators. AI vis…
|
B 70 3⁄3 | ||||||||
| 21453 |
The world’s first open-source MCP monetization platform, to quickly create and …
|
B 70 4⁄3 | ||||||||
| 21454 |
Provides comprehensive tools for interacting with the Shortcut API, enabling de…
|
B 70 4⁄4 | ||||||||
| 21455 |
Finance MCP Server
Claim
Enables personal finance tracking through Claude Desktop using natural language…
|
B 70 3⁄3 | ||||||||
| 21456 |
Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cook…
|
B 70 3⁄3 | ||||||||
| 21457 |
Provides dynamic, context-aware code assistant skills through hybrid RAG (vecto…
|
B 70 4⁄3 | ||||||||
| 21458 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 21459 |
Google Chat MCP Sever (Extendable to Teams,Slack.)
|
B 70 4⁄3 | ||||||||
| 21460 |
6 hydration calculators for LLMs: water intake, dehydration, pregnancy, CKD, at…
|
B 70 3⁄3 | ||||||||
| 21461 |
Firestore MCP Server
Claim
Provides secure, permission-controlled access to Firebase Firestore databases w…
|
B 70 4⁄4 | ||||||||
| 21462 |
Enables complete Vultr cloud infrastructure management through natural language…
|
B 70 4⁄4 | ||||||||
| 21463 |
Provides AI agents with detailed type information from .NET projects including …
|
B 70 3⁄3 | ||||||||
| 21464 |
OPNsense MCP Server — 72 tools for DNS, Firewall, DHCP, ACME, Routing, VLANs & …
|
B 70 4⁄3 | ||||||||
| 21465 |
Allow AI agents to interact with Alchemy's blockchain APIs.
|
B 70 4⁄4 | ||||||||
| 21466 |
MCP server for the German Marktstammdatenregister (MaStR) energy market register
|
B 70 3⁄3 | ||||||||
| 21467 |
Comprehensive, type-safe MCP server providing 380 tools to manage Dokploy deplo…
|
B 70 3⁄3 | ||||||||
| 21468 |
being-mcp-server
Claim
Personality Runtime for AI agents — persistent memory, personality, and relatio…
|
B 70 3⁄3 | ||||||||
| 21469 |
BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon che…
|
B 70 3⁄3 | ||||||||
| 21470 |
Exposes Open WebUI's admin APIs as tools, allowing AI assistants to manage user…
|
B 70 4⁄4 | ||||||||
| 21471 |
Enables AI assistants to interact with Gramps genealogy databases for intellige…
|
B 70 4⁄4 | ||||||||
| 21472 |
The Universal Agent Gateway (UAG) enables in-process agentic automation using F…
|
B 70 3⁄3 | ||||||||
| 21473 |
Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in…
|
B 70 3⁄3 | ||||||||
| 21474 |
mcp-server-cortex
Claim
A Rust-based MCP server to integrate Cortex, enabling observable analysis and a…
|
B 70 4⁄3 | ||||||||
| 21475 |
A bounded evidence review engine that ingests documents, extracts evidence for …
|
B 70 3⁄3 | ||||||||
| 21476 |
An HTTP/HTTPS MITM proxy server that enables capture, modification, and mocking…
|
B 70 4⁄3 | ||||||||
| 21477 |
aura
Claim
A production-ready framework for composing AI agents from declarative TOML conf…
|
B 70 4⁄3 | ||||||||
| 21478 |
Enables full workflow automation management in n8n through 40+ tools covering w…
|
B 70 4⁄4 | ||||||||
| 21479 |
Making enterprise AI infrastructure universally accessible. Edge-first platform…
|
B 70 4⁄4 | ||||||||
| 21480 |
MCP server for the Transkribus REST API. Manage collections, documents, HTR/OCR…
|
B 70 4⁄3 | ||||||||
| 21481 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
|
B 70 3⁄3 | ||||||||
| 21482 |
Enables AI coding agents to capture screen and voice recordings, extract timest…
|
B 70 4⁄3 | ||||||||
| 21483 |
Trade Me MCP Server
Claim
Enables AI assistants to interact with New Zealand's largest online marketplace…
|
B 70 4⁄4 | ||||||||
| 21484 |
Enables interaction with Google's Gemini AI models including file uploads, conv…
|
B 70 4⁄4 | ||||||||
| 21485 |
An MCP server that provides 36 tools for interacting with the amoCRM (Kommo) AP…
|
B 70 4⁄4 | ||||||||
| 21486 |
A lightweight RAG system that provides an MCP server for searching and interact…
|
B 70 4⁄3 | ||||||||
| 21487 |
Manifold
Claim
Operation-first .NET foundation for generating fast CLI and MCP surfaces from a…
|
B 70 3⁄3 | ||||||||
| 21488 |
Enables AI assistants to interact with GoHighLevel's complete API including con…
|
C 69 4⁄4 | ||||||||
| 21489 |
Read-only MCP server for OpenEMIS v5 — 645 resources, 24 playbooks, natural-lan…
|
C 69 3⁄3 | ||||||||
| 21490 |
An MCP server that lets AI agents launch, interact with, and inspect Textual TU…
|
C 69 3⁄3 | ||||||||
| 21491 |
Deal Strategy & Sales Enablement - 12 revenue acceleration tools
|
C 69 4⁄3 | ||||||||
| 21492 |
Local MCP server that wraps the headless Claude Code CLI as MCP tools, providin…
|
C 69 3⁄3 | ||||||||
| 21493 |
BIGHUB
Claim
Decision learning for AI agent actions. Evaluate, score, decide, and learn from…
|
C 69 4⁄3 | ||||||||
| 21494 |
Provides nine specialized production-ready solvers for advanced resource alloca…
|
C 69 4⁄4 | ||||||||
| 21495 |
Enables AI assistants to manage Microsoft Outlook email and calendar through th…
|
C 69 4⁄3 | ||||||||
| 21496 |
Enables interaction with Kubernetes clusters through 32 specialized tools for m…
|
C 69 4⁄3 | ||||||||
| 21497 |
AI services via Bitcoin Lightning — PDF summarisation, code review, translation…
|
C 69 3⁄3 | ||||||||
| 21498 |
A server that provides PowerPoint presentation creation and editing capabilitie…
|
C 69 4⁄3 | ||||||||
| 21499 |
A Model Context Protocol server that enables Claude and other AI assistants to …
|
C 69 4⁄4 | ||||||||
| 21500 |
한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 …
|
C 69 3⁄3 | ||||||||