MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39901
kalikin-artem
Enables semantic search over local markdown note collections using vector embed…
N/A N/A
39902
wiliamdarmawan
Provides bilingual (English/Chinese) access to StraitsX payment API documentati…
N/A N/A
39903
randalleast-beep
Provides DNS lookup and email authentication diagnostic tools (SPF, DKIM, DMARC…
39904
replyio
Reply.io Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
N/A N/A 95
39905
BoxLab-Ltd
Query Yandex Metrica analytics — reports, trends, metadata and raw log exports …
N/A N/A
39906
ManiKsi
A professional MCP server for Bitbucket Server that enables automation of pull …
81
39907
xianman
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
39908
aparajithn
Live OpenAPI runtime proxy that enables calling any REST API from MCP clients w…
N/A N/A
39909
GrizzlySMS-Git
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
39910
dacheah
A read-only MCP connector for searching, fetching, and citing provenance-tracke…
39911
dkruyt
mcp-nettools Claim
A Model Context Protocol server that provides network diagnostics and scanning …
39912
BrunonXU
Enables AI assistants to search real content from Xiaohongshu and Zhihu, suppor…
N/A N/A
39913
ai-singhal
Mirrors Claim
AI agent testing: replay real sessions against a rebuilt staging environment to…
39914
lichuanrong7
Enables Cursor AI to interact with MySQL databases through natural language, su…
39915
wesleyferreirarcanjo
Arc Todo MCP Claim
MCP server that wraps the Arc Todo REST API to manage tasks, knowledge, and wor…
39916
cyanheads
MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M…
83
39917
Samir12218415
GhostMap v2 Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
N/A N/A
39918
hhldiniz
MCP server for managing GitLab repositories — merge requests, pipelines, branch…
39919
leevydanomalik
deephr-mcp Claim
Read-only MCP server that proxies deepHR's API to MCP clients, enabling interac…
39920
VecGrep
VecGrep Claim
Semantic code search MCP server that reduces token usage by ~95% by returning t…
N/A N/A
39921
Steph-ux
Android MCP Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
N/A N/A
39922
mcpcatalogs
mcpcatalogs Claim
Enables AI assistants to search, compare, and get detailed information about MC…
39923
mohsinkhadim59
Automatically extracts subtitles, captures screenshots at specified timestamps,…
N/A N/A
39924
cryptoken
Enables AI assistants to access Google Trends data for comparing keywords, disc…
N/A N/A
39925
pipeworx-io
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
39926
mal0ware
Exposes a JEPA latent world model for planning in a 2D point-mass environment v…
N/A N/A
39927
shaxzodbek-uzb
agentrecall Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
N/A N/A
39928
caffeineworks-ai
Calcifier Claim
MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
39929
sathvik1607
allpets_mcp Claim
MCP server for AllPets Clinic analytics, providing weekly KPI dashboards, natur…
N/A N/A
39930
Abhinab-Handique
DB_Talk Claim
Enables natural language interaction with SQLite databases using LangChain and …
N/A N/A
39931
ZWingett
marketplace Claim
Search and discover credentialed operational systems on the GallanDigital marke…
39932
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
39933
harshi79
Enables AI assistants to search and retrieve official TeleBot Studio documentat…
39934
dtannen
A comprehensive project management system with MCP support, enabling AI agents …
N/A N/A
39935
yksanjo
Let AI agents interact with the WAX blockchain. Query balances, explore NFTs, t…
39936
schwarztim
Enables AI assistants to perform password security auditing using John the Ripp…
39937
friozi
Provides a tool to retrieve today's 2026 FIFA World Cup matches, including team…
N/A N/A
39938
davidmosiah
MCP stdio bridge for the Delx Protocol: continuity, witness, recovery, ontology…
N/A N/A
39939
RCOLKITT
Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and …
N/A N/A 95
39940
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
39941
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
39942
EnviableAmaretto
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
N/A N/A
39943
pnmice
Effortlessly orchestrate and oversee Docker environments from anywhere, using n…
N/A N/A
39944
safiyu
ctxtest Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
N/A N/A
39945
Casius999
A sovereign Google marketing-agency control plane over the Model Context Protoc…
39946
bookandmusic
comfyui-mcp Claim
通过MCP协议调用ComfyUI,执行文生图、图编辑、放大、去背景等工作流,支持多种MCP客户端。
N/A N/A
39947
L-Chris
chatlab-mcp Claim
MCP server for ChatLab that automates the chatlab-cli in headless HTTP mode, en…
N/A N/A
39948
GK-Leyton
Provides read-only access to SQL Server databases via Claude Desktop, with mult…
39949
benborla29
MySQL Server Claim 1
A Model Context Protocol server that provides read-only access to MySQL databas…
N/A N/A 95
39950
Oliver0804
cynthion-mcp Claim
Drive a Cynthion USB test instrument from an LLM via the Model Context Protocol…
N/A N/A
Showing 39901–39950 of 67181 servers
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