MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33701
nucreaxion
MCP server for insurance claim pilot tools, providing policy search, claim look…
33702
manulthanura
MCPBridge Claim
Connects AI assistants to PostgreSQL databases with production-grade safety fea…
33703
nipunkhanderia
Enables version-controlled golden dataset management and semantic evaluation fo…
N/A N/A
33704
jasonwagao
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
N/A N/A 83
33705
SEI-Pro
mcp-seipro Claim
MCP Server do SEI Pro para o SEI (Sistema Eletrônico de Informações) via API RE…
33706
WonderCV
ClawHire MCP Claim
An employer-facing MCP server that enables hiring managers to post jobs, search…
81
33707
brennanreamer
Enables Cursor to subscribe to MQTT topics and read buffered messages from an M…
33708
nhattan-dev
A cloud backend for a voice assistant that processes natural language commands,…
33709
divikwu
figcraft Claim
Enables AI-powered design operations in Figma, including UI creation, design re…
N/A N/A
33710
RumblyAI
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
N/A N/A
33711
axiosdevs
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
N/A N/A
33712
whit3rabbit
SpecForged Claim
Create and evolve clear software specifications from requirements and design to…
N/A N/A 95
33713
konippi
servo-fetch Claim
Chromium-free web content extraction in a single binary. Fetch, render, crawl, …
N/A N/A
33714
fastmcp-me
Enables secure execution of whitelisted shell commands through MCP, with suppor…
N/A N/A
33715
camoran89
MCP server to query and render the Doggie UI design system's Storybook document…
N/A N/A
33716
lukew0824
A self-hosted MCP server that lets Claude query your bank accounts, balances, a…
33717
QiuYanzhao
mcp_servers Claim
提供A股行情数据服务,支持获取实时行情、K线数据、股票列表、搜索、市场指数和热门股票等功能。
33718
swarmclawai
swarmskills Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
N/A N/A
33719 N/A N/A 95
33720
SecretX33
A cross-platform MCP server for querying and introspecting PostgreSQL databases…
33721
IacopoB
An experimental MCP server that enables interaction with Google Analytics APIs,…
81
33722
Hanato238
MCP server for browser automation that lets LLMs interact with web pages throug…
33723
JiaweiLin
Manages #TODO comments in source code files, enabling you to add and query TODO…
N/A N/A
33724
shabib87
A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…
N/A N/A
33725
football-docs Claim 1
Searchable football data provider docs for AI coding agents.
N/A N/A 81
33726
christophejlegros-lgtm
Enables AI assistants to query and control a bio-hybrid neuromorphic simulation…
33727
fischperson0000000
GetMyCert Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
33728
code-alchemist01
Enables AI assistants to manage project analysis, code metrics, documentation, …
N/A N/A
33729
nanpuhaha
Local MCP server for searching a voidtools Everything 1.5a index from Codex, Cl…
N/A N/A
33730
eventescapes
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
33731
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
81
33732
AiAgentKarl
Provides access to worldwide labor market data including unemployment, wages, a…
33733
ergut
The first remote MCP server that enables Claude AI to extract transcripts from …
33734
Obra-Studio
Enables AI assistants to read, create, and modify Figma designs, synchronize de…
33735
Conceptual-Machines
Enables AI assistants to search and retrieve detailed documentation for Trackti…
N/A N/A
33736
indiekitai
pg-dash Claim
AI-native PostgreSQL health checker with 26 MCP tools for query analysis, bloat…
33737
ExpertVagabond
hedera-mcp Claim
Build-only Hedera (Hashgraph) MCP — 73 tools across all core services plus anal…
N/A N/A
33738
rubencodex86
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
33739
marfago
Enables AI assistants to search, download, and access arXiv papers with local s…
N/A N/A
33740
waldell
mcp-yuntrack Claim
Enables parcel tracking via YunTrack, supporting single or batch tracking numbe…
N/A N/A
33741
ThePhilosopha
bureau-mcp Claim
A personal MCP connection aggregator that routes tool calls from a single endpo…
33742
pcmdagonger
Local MCP server for controlling Ansys Lumerical FDTD from Codex.
N/A N/A
33743
aliildan
arxiv-mcp Claim
Enables searching arXiv, fetching metadata, reading papers as section-aware Mar…
33744
spedas
spedas-mcp Claim
Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
N/A N/A
33745
RA86-dev
A Python-based MCP server that provides instant access to over 700 documentatio…
33746
WOOWTECH
FastMCP wrapper that lets Claude app fully control a Hermes Agent instance via …
33747
Ali-Chaghou
Enables AI agents to query a PostgreSQL database through a small set of control…
33748
sat0ps
Provides AI agents with real-time access to live Azure infrastructure, includin…
33749
PaulvonBerg
Provides unified access to Deutsche Bahn APIs for real-time railway data, stati…
33750
jsuich
mcp-hazards Claim
An MCP server that gives AI agents grounded access to US natural-hazard data — …
Showing 33701–33750 of 66549 servers
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