MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37651
dlaporte
MCP server for querying OpenAI usage and cost data, including spend summaries, …
37652
pelegreenall
Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Wor…
N/A N/A
37653
nano-step
Provides comprehensive GraphQL introspection, filtering, and query/mutation exe…
N/A N/A
37654
Boti-Ormandi
memscope-mcp Claim
Enables AI agents to perform low-level Windows process memory research, includi…
N/A N/A
37655
Phionx
mcp-hello Claim
N/A N/A 95
37656
EricGrill
MCP-IPFS Claim
A Model Context Protocol server that enables Claude to interact directly with I…
N/A N/A
37657
markdevshop
vector-mcp Claim
Enables integrating RAG into AI agents via MCP server, supporting multiple vect…
37658
ccdejene
fotmob-mcp Claim
Enables access to live FotMob football data for fixture lookup, team and player…
37659
abossard
drawio-mcp Claim
Enables AI assistants to create, read, and edit draw.io diagrams with live prev…
N/A N/A
37660
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
N/A N/A
37661
ntunes
Enables management of network devices via SSH using Netmiko, supporting command…
N/A N/A
37662
zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
81
37663
martin-papy
Enables AI development tools to perform semantic search and document relationsh…
37664
thinkchainai
Automate cloud Chrome—navigate, click, type, screenshot, run code, record scree…
37665
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
37666
trafficmorph-gif
tm-mcp Claim
Enables AI assistants to interact with TrafficMorph for load-testing and CI-fai…
N/A N/A
37667
abhiyoheswaran1
projscan Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
N/A N/A
37668
the78mole
Enables querying German distribution grid operator data from vnbdigital.de and …
37669
LoyDgIk
GBMCP Claim
A Python stdio MCP server for querying standards metadata and downloading publi…
N/A N/A
37670
Euamobi4582
MCP server for Google Gemini that does not require an API key, combining a CLI …
N/A N/A
37671
sonjong980304-tech
Automatically selects comparable peer companies for unlisted valuation targets …
37672
undeadindustries
Enables Google Workspace administration (Directory, Gmail, Drive, Sheets) via M…
N/A N/A
37673
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
37674
mrzadexinho
scanline Claim
Security scanning MCP server. Semgrep integration, SARIF parsing, baseline diff…
N/A N/A
37675
ApacheBin
xb-test Claim
131242424
N/A N/A 95
37676
matthewgjohnson
ask-another Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
37677
Ver-zhzh
Enables AI assistants to interact with and manage Minecraft servers through a s…
37678
thorsten-zoerner
87+ specialized tools for German and European energy data. Direct AI access to …
N/A N/A 95
37679
Sousam2002
Provides weather and air quality information for cities using OpenWeather API.
37680
jackccrawford
token-scout Claim
Discovers LLM models in real time from cloud providers and local Ollama instanc…
37681
devicebase
Enables remote control of mobile devices via the Devicebase API, including touc…
37682
atomcp-ai
ib-async-mcp Claim
MCP server for Interactive Brokers API, enabling account management, trading, m…
N/A N/A
37683
huikku
Provides broad, typed access to the ftrack Studio production-tracking API for L…
37684
junter1989k-ai
Chile payments for AI agents — Mercado Pago wallet via Mercado Pago. Never hold…
37685
NarriGoud
Provides real-time Indian stock market intelligence including NSE market status…
N/A N/A
37686
mydream1208
Enables AI clients like Claude Code to perform stock price queries and trading …
N/A N/A
37687
wooooci
MCP server for AI assistants to search and download ebooks from Z-Library and A…
N/A N/A
37688
bowlly-net
Enables cat food product search and ingredient analysis using natural language …
N/A N/A
37689
Lloydm15
Mevoric Claim
Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, …
37690
freebeiro
A Cloudflare Worker that provides API access to Postman collections and environ…
37691
123itsfree
MCP server that connects AI agents to a real Chrome browser via a WebSocket ext…
N/A N/A
37692
sahmed730
Bridges AI assistants with WizTree to scan drives, find large files/folders, an…
N/A N/A
37693
dsgarage
MaxRefMCP Claim
Provides Japanese-optimized reference, design consultation, and learning suppor…
N/A N/A
37694
melisasvr
An AI-powered deep research agent that automates the full research pipeline fro…
37695
simonlin1212
etsy-data Claim 1
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
67
37696
chirag127
secenv-mcp Claim
Centralized secrets manager MCP server. Generate .env files, rotate keys, sync …
N/A N/A
37697
openprints
Enables AI agents to browse products, upload designs, place print orders, track…
37698
Code-MonkeyZhang
基于滴答清单官方API的本地MCP服务,通过自然语言管理待办事项、创建和查询任务,支持OAuth认证和高级筛选。
N/A N/A
37699
andreehultgren
Provides tools for semantic search, CRUD, verification, and reindexing of docum…
N/A N/A
37700
Ta-Gu
Enables AI coding assistants to query private academic paper collections via st…
N/A N/A
Showing 37651–37700 of 67181 servers
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