MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50001
fastmcp-me
Enables searching and downloading torrents from YggTorrent via MCP tools such a…
— ○ ⏳ — — — — — —
50002
rafaelkocurek-nvob
agentview Claim
# agentView Premium digital signage control plane for AI agents. Create and ma…
— ○ ⏳ — — — — 81 —
50003
realfastAI
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
— ○ ⏳ — N/A N/A — — —
50004
xin10ylop
Enables backtesting of limit-order strategies on Polymarket's BTC 5-minute mark…
— ○ ⏳ — — — — — —
50005
ebursztein
sprinty Claim
A disciplined-sprint MCP server for AI coding agents, providing structured spri…
— ○ ⏳ — N/A N/A — — —
50006
TestStudent156
Enables comparing and renting vGPUs from 30+ cloud providers via Shadeform API,…
— ○ ⏳ — — — — — —
50007
YMZDS
niscope-mcp Claim
Enables AI assistants to directly control NI oscilloscopes (e.g., PXIe-5160/516…
— ○ ⏳ — N/A N/A — — —
50008
handsomelong922
dots-mcp Claim
Enables searching Xiaohongshu (小红书) content via dots.ai using a logged-in brows…
— ○ ⏳ — N/A N/A — — —
50009
m2ux
concept-rag Claim
Enables LLMs to perform conceptual search over local PDF/EPUB documents using a…
— ○ ⏳ — N/A N/A — — —
50010
Jame0077
Enables safe execution of Python code with AI assistance and integration with M…
— ○ ⏳ — N/A N/A — — —
50011
plusplusoneplusplus
MCP Server Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
— ○ ⏳ — — — — — —
50012
Johnbliss60
SpecForge Claim
SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …
— ○ ⏳ — — — — — —
50013
swnesbitt
Enables natural language access to ERA5 climate data from the Copernicus Climat…
— ○ ⏳ — — — — — —
50014
jclee941
Analyzes KakaoTalk group chat texts to extract availability, rank options, draf…
— ○ ⏳ — — — — — —
50015
vnikhilbuddhavarapu
A production-ready MCP server that connects AI assistants to any PostgreSQL dat…
— ○ ⏳ — — — — — —
50016
gianpieropuleo
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
— ○ ⏳ — — — — — —
50017
fireblocks
Enables AI assistants to securely interact with Fireblocks services through the…
— ○ ⏳ — — — — — —
50018
newxun
Enables MCP clients to invoke Cursor SDK's agent runtime, run coding agents, li…
— ○ ⏳ — N/A N/A — — —
50019
islam3zzat
herdr-mcp Claim
Enables AI assistants to orchestrate Herdr coding agents by wrapping its Unix-s…
— ○ ⏳ — N/A N/A — — —
50020
closermethod
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
— ○ ⏳ — — — — — —
50021
UdotCASH
U.CASH Pay Claim
Pay x402 resources on U.CASH from your own wallet: view the price, pay on-chain…
— ○ ⏳ — — — — — —
50022
ankitachotaliya2310
Provides inventory analysis, risk assessment, demand forecasting, and recommend…
— ○ ⏳ — N/A N/A — — —
50023
akshatbindal
Provides comprehensive stock market data and technical analysis tools via the M…
— ○ ⏳ — — — — — —
50024
Hickey01
Hickey_MCP Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
— ○ ⏳ — — — — — —
50025
jiwon-5570
Analyzes suspicious KakaoTalk messages and links using public data samples and …
— ○ ⏳ — — — — — —
50026
torify-dev
Torify gives AI agents the Japanese locale primitives that standard libraries l…
— ○ ⏳ — — — — — —
50027
whdrnr2583-cmd
token-meter Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
— ○ ⏳ — N/A N/A — — —
50028
oogleyskr
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
— ○ ⏳ — — — — — —
50029
ThunderEagle
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, S…
— ○ ⏳ — N/A N/A — — —
50030
vs3kulic
eff-mcp Claim
EFF MCP server enables ethical analysis and refinement of user stories using th…
— ○ ⏳ — — — — — —
50031
ksteele
web-search Claim
— ○ ⏳ — N/A N/A — 95 —
50032
Amama-Fatima
Enables chat and image analysis through OpenRouter.ai models. Supports text cha…
— ○ ⏳ — N/A N/A — — —
50033
vegvisai
Open guide to businesses in any country, plus Norwegian public services and par…
— ○ ⏳ — — — — — —
50034
konradxmalinowski
A Python MCP server for note management with RAG capabilities, enabling adding,…
— ○ ⏳ — N/A N/A — — —
50035
simplebytes-com
Stdio MCP server for managing recommended.by lists from agents like OpenClaw, C…
— ○ ⏳ — N/A N/A — — —
50036
teobouancheau
A Model Context Protocol (MCP) server that gives AI assistants the ability to s…
— ○ ⏳ — — — — — —
50037
Aminetwiti
mcpgrowcrm Claim
— ○ ⏳ — N/A N/A — 95 —
50038
SunCreation
MCP server for Google Docs, Sheets & Drive with full formatting support.
— ○ ⏳ — N/A N/A — — —
50039
jnss95
Enables AI assistants to load, query, and manage iCalendar files with full CRUD…
— ○ ⏳ — N/A N/A — — —
50040
a2al
A2AL Daemon Claim
Makes any AI agent globally reachable and discoverable—no cloud, domain, or por…
— ○ ⏳ — N/A N/A — — —
50041
mirabilitum
SkillStrata Claim
Enables automatic discovery and reuse of tools from Claude Code execution trace…
— ○ ⏳ — N/A N/A — — —
50042
forcedotcom
Enables executing SQL queries against Salesforce Data Cloud from Cursor, with t…
— ○ ⏳ — — — — — —
50043
AIAll-TARS
naim Claim
nAIm API registry for AI agents — search, rate, and discover 310+ APIs.
— ○ ⏳ — — — — — —
50044
Rafael09ED
kanban-mcp Claim
MCP server for task/ticket management with dependency tracking, supporting CRUD…
— ○ ⏳ — N/A N/A — — —
50045
its-qusai-nasr
Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…
— ○ ⏳ — — — — — —
50046
AntonioBlago
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & o…
— ○ ⏳ — — — — — —
50047
vladkarpman
MCP server for fast Android device interaction with scrcpy acceleration (~50ms …
— ○ ⏳ — N/A N/A — 95 —
50048
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
— ○ ⏳ — — — — 81 —
50049
datafe
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
— ○ ⏳ — — — — — —
50050
wildfirechat
MCP server that wraps the Wildfire IM Robot SDK to provide tools for messaging,…
— ○ ⏳ — — — — — —
Showing 50001–50050 of 69199 servers