MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33301
OJamals
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
81
33302
l4b4r4b4b4
MCP server for analyzing building sustainability metrics via Excel, PDF, and fr…
33303
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
81
33304
AuthSoftware-development
Freepik MCP Claim
Enables AI assistants to search, download, and generate visual content using Fr…
33305
carllapierre
SpotifyMCP Claim
Enables creating and searching Spotify playlists through natural language using…
33306
mdornich
Enables comprehensive Google Drive integration through MCP, supporting file man…
81
33307
2ca3
A Model Context Protocol (MCP) server that integrates Cybozu's Garoon groupware…
N/A N/A
33308
rcd27
Enables interaction with Wildberries Finances API to retrieve financial reports…
33309
j-east
AI image and video generation, editing, and transplant-grade region repair. Mul…
N/A N/A
33310
jagalliers
appd-mcp Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
N/A N/A
33311
ravipesala
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
81
33312
Divagnz
An MCP server for React Native development with Expo, offering automated code r…
N/A N/A
33313 N/A N/A 95
33314
handcraftedbits
Enables fetching web pages via Jina Reader API, returning Markdown or JSON, wit…
33315
whdrnr2583-cmd
koreanpulse Claim
English-first Korean equity intelligence — real-time DART filings, foreign-hold…
33316
Ai-Solutions-ru
High-performance TypeScript MCP server for MikroTik RouterOS management, enabli…
33317
Rswcf
deepviews Claim
Free financial data: company analysis, DCF, comps, benchmarks, screening. No AP…
N/A N/A 95
33318
Jeomon
macOS-MCP Claim
MCP server for macOS desktop automation via the Accessibility API.
N/A N/A
33319
TheHexaflux
基于高德天气API的MCP服务器,可通过adcode查询实时天气和未来3天预报。
33320
IBM
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, o…
N/A N/A
33321
deeparchi-ai
An MCP server that gives AI agents access to global patent data, including 1.4 …
33322
valyuAI
valyu-mcp Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
33323
ronkenx9
Provenance Claim
Enables querying deterministic risk ratings and explanations for tokenized asse…
33324
zeinab-sheikhi
Provides programmatic access to AlphaFold protein structure predictions and Uni…
33325
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
33326
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
33327
PiMPStudios
Enables AI agents to generate and iteratively refine images, audio, and video t…
N/A N/A
33328
Jyzus
Enables creating, reading, and managing HedgeDoc 1.x notes and Mermaid diagrams…
33329
maxancedecot
Gripp MCP Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
33330
getonbrd
Get on Board Claim
Recruiter-scoped search across Latin America's largest tech talent pool. OAuth-…
33331
XPDevs
An MCP server that lets LM Studio search the web for images and show them inlin…
33332
faizbawa
Full SSH access for AI agents with secret-safe environment injection and automa…
N/A N/A
33333
usagi917
Generates business action reports for SMEs by retrieving company profiles throu…
81
33334
felix-hemsley1
lending-MCP Claim
An MCP server that allows starting an iwoca business finance application from w…
33335
Vinayreddy18
Windows-MCP Claim
A lightweight MCP server that enables AI agents to seamlessly integrate with Wi…
33336
noir-lang
MCP server for Noir development that clones and searches Noir documentation, st…
N/A N/A
33337
hadi21k
Enables AI assistants to safely query and explore SQL Server and PostgreSQL dat…
33338
microsoft
Enables querying GitHub Security Advisories from a local cloned advisory databa…
N/A N/A
33339
ogprotege
Enables analysis of American Express credit card statements with vendor unmaski…
N/A N/A
33340
shadabbi
Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diff…
N/A N/A 95
33341
erikgoldhar-0e1o
Unphurl Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
81
33342
CSOAI-ORG
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
N/A N/A
33343
AppliedEllipsis
Provides AI-powered search, web search, image search, video search, news search…
33344
ahmedselimmansor-ctrl
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
33345
1genadam
PilotGentic Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
N/A N/A 95
33346
Autostackup
sales Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
N/A N/A
33347
Curious-Layer
Enables interaction with Polymarket prediction markets through read-only access…
81
33348
zhu1090093659
deepseek-pp Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
N/A N/A
33349
MicaelJarniac
gong-mcp Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
N/A N/A
33350
Eacus
MISP-mcp Claim
Enables AI assistants to interact with MISP threat intelligence platforms throu…
Showing 33301–33350 of 62421 servers
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