MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61451
rupeelab17
pymdu Claim
Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analys…
N/A N/A
61452
Nadeus
Give your AI agent access to 8,400+ software tools — search, compare, get prici…
61453
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
61454
ranapratapmajee
A production-grade MCP server that provides a centralized microservice toolkit …
61455
4dhxm
Bridges MCP clients with local Codex CLI to execute autonomous coding tasks, ma…
N/A N/A
61456
prPMDev
jd-intel-mcp Claim
Enables AI assistants to fetch and structure job postings from major ATS platfo…
61457
amamirugi
Enables claude.ai to connect to GitHub MCP using OAuth, providing full toolset …
61458
rjn32s
osint-mcp Claim
Provides 26 free OSINT tools as MCP tools for AI agents, enabling automated OSI…
N/A N/A
61459
mrliuzhiyu
textview-mcp Claim
Connects AI assistants to TextView for persistent memory, enabling saving, sear…
61460
IceyWu
MCP server that enables AI assistants to read and write Tencent Docs (smart tab…
61461
yzonur
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
61462
tyunn
Kaiten MCP Claim
MCP server and CLI tool for interacting with Kaiten project management API, opt…
N/A N/A
61463
KarthikatLilly
An AI-native incident response server that exposes diagnostic tools (system sta…
N/A N/A
61464
mgalbakri
Monitors 7+ sources for Claude Code updates, analyzes curriculum gaps, and auto…
N/A N/A
61465
acaca675
Connects AI assistants to your local TradingView Desktop app via Chrome DevTool…
N/A N/A
61466
gui-wf
Provides AI assistants with access to PurelyMail's email management API, enabli…
61467
parajuliminiyan
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
N/A N/A
61468
nadavWeisler
zotero-mcp Claim
Read-only MCP server for browsing, searching, and exporting a Zotero library fr…
61469
tungvt93
Provides code intelligence by indexing source code into SQLite and offering MCP…
N/A N/A
61470
RHMDHDYT
Enables interaction with Google Chat via MCP using the internal Dynamite API, a…
N/A N/A
61471
Githubredminote105g
AETHER_01 Claim
Enables AI agents to perform extensive Windows system administration, file oper…
N/A N/A
61472
parissharpe
Helps independent inventors calculate USPTO fees, determine entity status, trac…
N/A N/A
61473
yuridivonis
Enables Claude to access and analyze Whoop health data including recovery, slee…
61474
data-goblin
MCP server for managing Microsoft Fabric Reports with lifecycle management, fil…
N/A N/A
61475
LVTD-LLC
PGSandbox MCP is a local Rust MCP server for disposable Postgres databases. It …
N/A N/A
61476
PancrePal-xiaoyibao
Provides structured PubMed literature data for LLM agents, supporting search, c…
61477
wenRou21
Enables natural-language querying of databases via SQLBot, with datasource disc…
61478
not-a-feature
VEPmcp Claim
Enables variant annotation and effect prediction using the Ensembl VEP API, wit…
61479
mfahadiqbalofcl
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
N/A N/A
61480
hisasann
Control Apple Music via natural language from Claude Code, with the ability to …
N/A N/A
61481
keijeizei
An MCP server that provides HTTP client capabilities with support for full HTTP…
61482
dendotai
tmdb-mcp Claim
An MCP server for managing TMDB lists (movies/TV) from any MCP client, with OAu…
61483
Narasimhan-Lab
tacc-mcp-bio Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
N/A N/A
61484
FYTJ
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
N/A N/A
61485
zc-libre
An MCP server that provides browser automation with anti-detect fingerprinting,…
N/A N/A
61486
sosadly
Enables AI assistants to build Minecraft models, textures, and animations direc…
N/A N/A
61487
monostate
Enables high-performance token sniping on Raydium DEX with multi-region support…
81
61488
ggaabe
postalform Claim
81
61489
imleokkkk
Multiply numbers quickly and accurately within your workflows. Automate repetit…
N/A N/A 95
61490
Blakeinstein
fast-mcp Claim
A minimal MCP server starter template with a simple hello-world tool and Docker…
N/A N/A
61491
humanjudge
HumanJudge Claim
Human-evaluation infrastructure for AI quality. 25,000+ blind human reviews by …
61492
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。
61493
sanchez314c
agent-nero Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
N/A N/A
61494
mauriziomocci
mcp-trove Claim
Manages a git-backed vault for plaintext snippets and encrypted secrets, enabli…
N/A N/A
61495
kakarot-joel-yy68
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
81
61496
pipeworx-io
Enables searching and querying City of Richmond GIS open geospatial datasets su…
61497
SindaBNO
eu-filings Claim
Access European company data and financial filings from multiple sources includ…
61498
basicmachines-co
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
61499
im43ii
Analyze AI conversations to estimate token costs, detect waste, and generate op…
61500
elwizard33
MCP server for CyberPanel that enables AI-driven management of web hosting serv…
Showing 61451–61500 of 66455 servers