MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52751
won3er
mermaid-mcp Claim
A basic MCP server example with a hello tool, info resource, and assistant prom…
N/A N/A
52752
hoornet
Enables MCP clients to read, search, create, update, and share collaborative do…
52753
cogspro1234
conclave Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
N/A N/A
52754
GoVanAI
mem-graph Claim
Graph-relational memory MCP server for persistent LLM memory, featuring wikilin…
N/A N/A
52755
TradingViewBacktestAssistant
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can: run st…
N/A N/A 95
52756
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
N/A N/A
52757
AndrewEstopinan
Enables AI agents to browse and extract data from any public website via Bright…
52758
1036007003-wq
Enables Twitter/X marketing automation, including tweet search, account analysi…
52759
Riffmax2030-hub
Enables natural language management of MetaTrader 5 accounts, including checkin…
N/A N/A
52760
pubspro
Search PubMed and summarize biomedical literature, designed for AI health agent…
52761
shafeequealipt-dotcom
Enables grounding AI responses in a local document corpus by exposing MCP tools…
N/A N/A
52762
yujeongJeon
caniuse-mcp Claim 1
An MCP server that provides browser compatibility data and web API support info…
N/A N/A 95
52763
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
52764
liuwanwan1
CodeBrain Claim
Provides semantic code search and index status for codebases using RAG, enablin…
N/A N/A
52765
bjan
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
N/A N/A
52766
Marvisatron
everos-mcp Claim
Connects Claude Code to a local EverOS instance for searching and storing long-…
N/A N/A
52767
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
52768
JKasteele
An MCP server that provides tools for deterministic EU AI Act risk classificati…
N/A N/A
52769
Vaibhav-Kumar10
Provides an MCP tool to search the FreeCodeCamp news RSS feed by keyword, retur…
52770
mazamakasa
octo-mcp Claim
Controls Octo Browser antidetect profiles and automates browser tasks through n…
52771
Poorgramer-Zack
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
N/A N/A
52772
Raffaele86
Enables SEO analysis via Ahrefs API v3, providing tools for domain rating, back…
52773
gfsantos2
mcp_weather Claim
Provides real-time weather temperature queries for any city with an interactive…
52774
industrial-aiops
OT-AIops Claim
Provides AI agents with safe, governed read access to industrial control system…
52775
odirasamuel
Provides read-only access to sports data, odds intelligence, and historical sta…
52776
kev-hu
zep-mcp Claim
MCP server for the Zep Cloud API — a context engineering platform for AI agent …
N/A N/A
52777
ahernan2
buffer-mcp Claim
Enables managing Buffer social media posts via Claude, including creating, sche…
52778
bnbhat
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
52779
scoutos
A Deno implementation that enables AI models to interact with Linear issue trac…
81
52780
liyongshun
flow-mcp Claim
A minimal MCP server that provides business control primitives (finish, pause, …
N/A N/A
52781
sam-shepp
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
52782
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
81
52783
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
81
52784
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
52785
pipeworx-io
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
81
52786
fernforestgames
An MCP server that enables AI assistants to generate images using Black Forest …
52787
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
52788
mako10k
Adds async processing to any MCP server, with timeout, task management, and sub…
N/A N/A
52789
First-Touch-Inc
FirstTouch Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
52790
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
52791
cyanheads
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
N/A N/A
52792
lemondude21
Enables building and querying knowledge graphs by ingesting documents into Neo4…
52793
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
52794
samson-ailabs
Klarova Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
52795
jcaiagent7143-ui
sendpage Claim
Publish an HTML document as a link anyone can open in one tap, plus PDF, image …
52796
estate-atlas
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
52797
al928132
Enables Claude Code to save, list, and read markdown notes directly from conver…
N/A N/A
52798
rilexus
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
52799
gabcoyne
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
N/A N/A
52800
iflow-mcp
A comprehensive MCP server that provides AI assistants with professional-grade …
N/A N/A
Showing 52751–52800 of 67226 servers