MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 4 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4401
larksuite
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
B 74 55 68 63 79 80 82
4402
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 55 84 82 71 81 44
4403
shawndrake2
Provides access to U.S. labor market data including employment statistics, Cons…
B 74 55 90 65 27 82 93
4404
ctaylor86
Run FFmpeg commands in the cloud for fast video and audio conversions, edits, a…
B 74 55 78 72 N/A 37 81 94
4405
oleander
A Model Context Protocol server that allows large language models to control an…
B 74 55 71 70 49 81 97
4406
MenschMachine
pdfdancer-mcp Claim
Provides access to pdfdancer documentation through search and content retrieval…
B 74 55 72 82 33 81 94
4407
jason-chang
Converts FastAPI application OpenAPI documentation into MCP tools for AI assist…
B 74 55 78 67 60 81 79
4408
k-chrispens
Enables exploration and organization of research ideas using a hierarchical til…
B 74 55 94 83 N/A 46 95 34
4409
davidorex
A specialized MCP server for in-depth analysis of git repositories, offering to…
B 74 54 92 48 N/A 33 95 90
4410
Teapot-Agency
Provides full CRUD access to Pipedrive CRM API, enabling Claude and other LLM a…
B 74 55 78 71 35 80 97
4411
marc-shade
Enables comprehensive vulnerability scanning using Nuclei scanner with support …
B 74 55 78 82 30 81 85
4412
nkriman
Obsidian Nexus Claim
Connects Claude Desktop to Obsidian vaults to enable reading, writing, searchin…
B 74 54 90 53 N/A 18 95 99
4413
cenemil
DNS MCP Server Claim 1
Enables comprehensive DNS operations including lookups for various record types…
B 74 55 90 100 38 81 41
4414
samanhappy
mcphub Claim
A unified hub for centrally managing and dynamically orchestrating multiple MCP…
B 74 54 90 38 N/A 92 90 64
4415
Domoteek
Search for Airbnb listings and get detailed information about accommodations. A…
B 74 54 84 57 N/A 41 90 91
4416
bruno-portfolio
agrobr Claim
Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.
B 74 54 76 43 N/A 69 95 91
4417
isaacgounton
SQLite MCP Server Claim 1
A Model Context Protocol server that enables SQL operations (SELECT, INSERT, UP…
B 74 55 63 70 64 81 94
4418
SARAMALI15792
Enables AI agents to manage professional networking on LinkedIn by providing to…
B 74 55 72 68 54 76 100
4419
guocong-bincai
YAPI MCP PRO Claim
Enables direct interaction with YApi API management platforms from AI editors l…
B 74 54 66 68 N/A 51 89 92
4420
run-llama
mcp-server-llamacloud Claim 1
A MCP server connecting to managed indexes on LlamaCloud
B 74 54 79 41 N/A 73 95 82
4421
argoproj-labs
mcp-for-argocd Claim
An implementation of Model Context Protocol (MCP) server for Argo CD.
B 74 55 60 71 N/A 70 81 92
4422
KS-GEN-AI
confluence-mcp-server Claim 1
Get Confluence data via CQL and read pages.
B 74 55 86 65 45 74 91
4423
famano
MCP Server Office Claim
A server providing tools to read, write, and edit Microsoft Word (docx) files t…
B 74 54 78 57 N/A 57 89 88
4424
pansila
MCP Server to expose the GDB debugging capabilities
B 74 54 84 35 N/A 69 92 93
4425
anip1805-dotcom
Provides AI agents with professional coding standards, development best practic…
B 74 54 78 58 N/A 31 95 99
4426
kuro-tomo
Enables AI agents to autonomously browse inventory, negotiate terms, manage car…
B 74 55 72 68 58 82 89
4427
kustus
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
B 74 55 94 62 32 76 95
4428
daisys-ai
daisys-mcp Claim
Generate high-quality text-to-speech and text-to-voice outputs using the [DAISY…
B 74 54 74 66 N/A 43 87 92
4429
CartographAI
atlas-docs Claim
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
B 74 55 78 58 46 83 100
4430
kk520879
Enables Windows program management through MCP, including listing installed pro…
B 74 54 80 56 N/A 39 95 93
4431
tecnomanu
PAMPA Claim
Provides semantic code search and retrieval capabilities for AI agents, enablin…
B 74 55 84 43 85 82 79
4432
epicsagas
alcove Claim
MCP server that gives AI coding agents on-demand access to private project docs…
B 74 54 78 31 N/A 76 95 96
4433
mshaaban0
A TypeScript-based MCP server that interacts with Contentful's Delivery API, en…
B 74 55 86 55 47 82 96
4434
Michael-Obele
A TypeScript template for building remote Model Context Protocol servers with m…
B 74 55 80 60 40 81 100
4435
eyalzh
kanban-mcp Claim
MCP server providing kanban-based task management memory for complex multi-sess…
B 74 54 76 56 N/A 36 95 98
4436
EricGrill
MCP Predictive Market Claim 1
Aggregates prediction market data from 5 major platforms (Manifold, Polymarket,…
B 74 55 78 52 54 83 100
4437
nika-is-nika
Enables users to organize, search, and manage a shared library of prompts acros…
B 74 54 94 46 N/A 34 92 94
4438
ozgureyilmaz
A Model Context Protocol (MCP) server for Polymarket prediction markets, provid…
B 74 55 86 31 76 82 99
4439
flexpa
mcp-fhir Claim
A Model Context Protocol implementation for FHIR
B 74 54 92 40 N/A 53 95 86
4440
IntelagentStudios
A Model Context Protocol server template designed for building custom servers u…
B 74 54 75 45 N/A 53 95 100
4441
eren-solutions
Security Audit Claim
Audit GitHub repositories for security vulnerabilities using LLM-powered analys…
B 74 54 72 66 N/A 45 90 91
4442
kaitpw
Direct access to the Revit API docs and related content.
B 74 55 84 70 30 81 90
4443
neuledge
context Claim
Local-first documentation for AI agents. Offline, instant, private doc retrieva…
B 74 54 68 61 N/A 57 95 89
4444
MikeyBeez
Provides tools for making small, targeted edits to files using stream editors l…
B 74 54 90 51 N/A 28 95 91
4445
studiomeyer-io
mcp-video Claim
A cinema-grade video production MCP server that enables automated website recor…
B 74 55 84 56 72 82 77
4446
carsol
monarch-mcp-server Claim
MCP server providing read-only access to Monarch Money financial data, enabling…
B 74 55 78 66 43 80 94
4447
ophydami
Enables AI-powered clinical decision support by integrating with athenahealth's…
B 74 55 84 68 29 81 95
4448
ai-mcpx
A simple MCP server that generates multi-language greetings and provides server…
B 74 55 68 67 57 83 93
4449
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
4450
ekim197
Enables users to manage Uber advertising campaigns through natural language by …
B 74 55 84 72 28 80 93
Showing 4401–4450 of 30006 servers
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