MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60101
yhwancha
Provides location information from coordinates or IP addresses using IPInfo.io,…
60102
PopoverAI
MCP server for AI browser automation with tools for navigation, actions, data e…
60103
Ultrahuman-tech
ppk2-mcp Claim
MCP server for Nordic Semiconductor's Power Profiler Kit II (PPK2), enabling cu…
N/A N/A
60104
SC-ML-cmd
ssh-mcp Claim
Enables SSH interactive session management through MCP, supporting commands, me…
N/A N/A
60105
rroque99
Enables managing BOSH deployments via natural language by providing tools to lo…
60106
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
N/A N/A
60107
CSOAI-ORG
agriculture-robotics-mcp MCP server by MEOK AI Labs
N/A N/A
60108
mohith-das
wikimcp Claim
Enables AI clients to incrementally build and maintain a git-backed personal wi…
60109
snowykte0426
datagsm-mcp Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
60110
cody-aigov
Provides AI governance controls as MCP tools for safety screening, risk classif…
60111
Ruoth1111
Docs MCP Claim
An MCP server that searches official documentation for popular libraries, scrap…
60112
Jemplayer82
Switchboard Claim
Self-hosted MCP message bus: agents DM each other, broadcast to channels, and t…
N/A N/A
60113
sambt94
An MCP server that gives Claude direct access to your reMarkable tablet's noteb…
N/A N/A
60114
oneprofile-dev
Search, verify, and get risk profiles for MCP servers from the CuratedMCP catal…
60115
fastmcp-me
Provides a Python-based interface to the Perplexity API for querying responses,…
60116
DarkD
darkd-skills Claim
Four specialized AI agent skills: Integral Hermeneutics (8-lens text interpreta…
60117
Wuodan
mcp-base64 Claim
Provides tools to encode files to Base64 strings and decode Base64 content back…
N/A N/A
60118
fr0ster
MCP server for SAP Cloud ALM, providing 54 tools across 9 services to manage fe…
60119
Tianqi-Bu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
60120
27dream
China A-share stock market MCP server — real-time quotes, main capital flow ran…
60121
kanishka089
realhands Claim
An MCP server that lets Claude operate your real computer by moving the actual …
N/A N/A
60122
ArboRithmDev
Give AI agents full control over your local ComfyUI by exposing 77 tools for wo…
N/A N/A
60123
jack-whimvy
MCP server that connects AI coding tools to VibeCompass projects for reading co…
N/A N/A
60124
clearskies-py
Provides AI assistants with tools for code generation, documentation, and proje…
N/A N/A
60125
0x-Professor
Enables forensic investigators to acquire data from Android devices via ADB, in…
N/A N/A
60126
rollecode
dough-mcp Claim
A read-only MCP server for the Dough personal finance app, enabling assistants …
60127
junqed
AIMCP Claim
MCP server that distributes tool specifications from GitLab repositories to IDE…
60128
Andi777x
kiira Claim
N/A N/A 95
60129
agentmark-ai
mcp-server Claim
Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics,…
N/A N/A
60130
Narasimhan-Lab
tacc-mcp-bio Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
N/A N/A
60131
FYTJ
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
N/A N/A
60132
zc-libre
An MCP server that provides browser automation with anti-detect fingerprinting,…
N/A N/A
60133
sosadly
Enables AI assistants to build Minecraft models, textures, and animations direc…
N/A N/A
60134
monostate
Enables high-performance token sniping on Raydium DEX with multi-region support…
81
60135
dendotai
tmdb-mcp Claim
An MCP server for managing TMDB lists (movies/TV) from any MCP client, with OAu…
60136
Llldmiao
基于Model Context Protocol (MCP) 的A股实时行情查询服务器,支持查询A股实时价格、历史K线数据、财务信息及市场概况。
60137
humanjudge
HumanJudge Claim
Human-evaluation infrastructure for AI quality. 25,000+ blind human reviews by …
60138
Blakeinstein
fast-mcp Claim
A minimal MCP server starter template with a simple hello-world tool and Docker…
N/A N/A
60139
kakarot-joel-yy68
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
81
60140
pipeworx-io
Enables searching and querying City of Richmond GIS open geospatial datasets su…
60141
mauriziomocci
mcp-trove Claim
Manages a git-backed vault for plaintext snippets and encrypted secrets, enabli…
N/A N/A
60142
ggaabe
postalform Claim
81
60143
sanchez314c
agent-nero Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
N/A N/A
60144
Dangkoolwat
Fetches books by genre or subject from the Open Library API without requiring a…
60145
im43ii
Analyze AI conversations to estimate token costs, detect waste, and generate op…
60146
elwizard33
MCP server for CyberPanel that enables AI-driven management of web hosting serv…
60147
yanggf8
Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including …
N/A N/A
60148
basicmachines-co
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
60149
jordiHikefoxter
Enables to manage MySQL and MariaDB databases through natural language. Provide…
60150
SindaBNO
eu-filings Claim
Access European company data and financial filings from multiple sources includ…
Showing 60101–60150 of 66475 servers