MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56851
jsitla
Provides 19 tools for web search, content fetching, and extraction, including D…
— ○ ⏳ — N/A N/A — — —
56852
yukkit
Production-grade MCP server that enables AI assistants to execute code securely…
— ○ ⏳ — — — — — —
56853
ManikLakhanpal
Enables AI assistants to interact with the Zerodha trading platform for placing…
— ○ ⏳ — N/A N/A — — —
56854
guptaprakhariitr
arxiv-mcp Claim
Enables searching ArXiv papers, fetching paper details, daily category digests,…
— ○ ⏳ — — — — — —
56855
paonebharti
Enables file system operations (read, write, list, search, watch, batch process…
— ○ ⏳ — N/A N/A — — —
56856
skiddgoddamn
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
— ○ ⏳ — — — — — —
56857
jiwon86
Wraps Google Gemini's image generation API as an MCP server, enabling text-to-i…
— ○ ⏳ — N/A N/A — — —
56858
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
— ○ ⏳ — N/A N/A — — —
56859
gsbelarus
onec-meta-mcp Claim 1
MCP server for searching and analyzing 1C enterprise metadata and BSL code usin…
— ○ ⏳ — N/A N/A — 95 —
56860
paperjsx
Enables AI agents to generate a variety of documents (PPTX presentations, DOCX …
— ○ ⏳ — N/A N/A — — —
56861
Tmalone1250
mantle-mcp Claim
Enables querying native and ERC-20 balances, checking allowances, retrieving DE…
— ○ ⏳ — — — — — —
56862
ademdeniz
An MCP server that gives Claude direct control of a real browser via Playwright…
— ○ ⏳ — N/A N/A — — —
56863
atomcp-ai
ib-async-mcp Claim
MCP server for Interactive Brokers API, enabling account management, trading, m…
— ○ ⏳ — N/A N/A — — —
56864
Stratogenic-AI
Governance middleware for AI agents: permission gates, approvals, compliance sc…
— ○ ⏳ — — — — — —
56865
devicebase
Enables remote control of mobile devices via the Devicebase API, including touc…
— ○ ⏳ — — — — — —
56866
Peter-N91
An outbound MCP server that exposes a squad of 98 advisory agents as five model…
— ○ ⏳ — — — — — —
56867
rootz-global
resale Claim
AI-native timeshare marketplace with FL DBPR + CFPB government-source data. Sou…
— ○ ⏳ — — — — — —
56868
dsgarage
MaxRefMCP Claim
Provides Japanese-optimized reference, design consultation, and learning suppor…
— ○ ⏳ — N/A N/A — — —
56869
tsouth89
Turns any OpenAPI/Swagger spec into an MCP server, generating one tool per endp…
— ○ ⏳ — — — — — —
56870
saya6k
Enables interaction with Grocy's API through MCP, allowing management of grocer…
— ○ ⏳ — — — — — —
56871
currencytransfer
Enables AI assistants to trade FX, manage beneficiaries, check balances, reques…
— ○ ⏳ — — — — — —
56872
freebeiro
A Cloudflare Worker that provides API access to Postman collections and environ…
— ○ ⏳ — — — — — —
56873
sschucktown
Enables ChatGPT to interact with Google Calendar through a remote MCP server. P…
— ○ ⏳ — — — — 81 —
56874
amarodeabreu
Sensei MCP Claim
Multi-persona engineering mentor with 64 specialized AI personas that injects e…
— ○ ⏳ — N/A N/A — — —
56875
armchairdeity
scpi-mcp Claim
An MCP server that enables AI agents to operate an oscilloscope through high-le…
— ○ ⏳ — N/A N/A — — —
56876
saeid-rez
bazel-mcp Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
— ○ ⏳ — N/A N/A — — —
56877
hh186011
Exposes meteorological sensor data (temperature, humidity, pressure) from an Io…
— ○ ⏳ — — — — — —
56878
nirholas
x402-mcp Claim
Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
— ○ ⏳ — — — — — —
56879
SonnyLabs
Provides automated EU AI Act compliance tools, including risk classification, r…
— ○ ⏳ — — — — — —
56880
iflow-mcp
Enables AI assistants to create and manipulate Microsoft Office documents (Powe…
— ○ ⏳ — N/A N/A — — —
56881 — ○ ⏳ — N/A N/A — 95 —
56882
minhdo01011990-glitch
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
— ○ ⏳ — N/A N/A — — —
56883
ychoi-kr
wikidocs-mcp Claim
Enables AI agents to read, edit, and manage Wikidocs books and blogs, including…
— ○ ⏳ — — — — — —
56884
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
— ○ ⏳ — N/A N/A — 95 —
56885
AiAgentKarl
MCP Server for AI agent identity and authorization. Create, verify, and manage …
— ○ ⏳ — N/A N/A — — —
56886
frozo-ai
An AI trading copilot that connects to TradingView Desktop via CDP, offering 84…
— ○ ⏳ — N/A N/A — — —
56887
pongs1
MCP server for co-building and managing atomic learning notes in an Obsidian va…
— ○ ⏳ — N/A N/A — — —
56888 — ○ ⏳ — N/A N/A — 95 —
56889
applemk2-git
Provides current weather information for Japanese cities using the Open-Meteo A…
— ○ ⏳ — — — — — —
56890
alesya-h
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
— ○ ⏳ — — — — 81 —
56891
cronus-mcp Claim 1
On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools.
— ○ — N/A N/A — 81 —
56892
pipeworx-io
mcp-isbn Claim
Validates and converts ISBN-10 and ISBN-13 numbers offline, checking check digi…
— ○ ⏳ — — — — — —
56893
Pico-Developer
Exposes PICO XR building blocks as MCP tools, enabling AI agents to programmati…
— ○ ⏳ — N/A N/A — 95 —
56894
floriscornel
todo-mcp Claim
A simple, powerful Todo list manager for Claude Desktop and other MCP-compatibl…
— ○ ⏳ — N/A N/A — — —
56895
frankfurtru
Enables AI tools to execute trades and fetch market data across six crypto exch…
— ○ ⏳ — — — — — —
56896
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
— ○ ⏳ — N/A N/A — 95 —
56897
epistemedeus
SkillGuard Claim
Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
— ○ ⏳ — N/A N/A — — —
56898
Xevos117
mcp-zotero Claim
A Model Context Protocol server for Zotero integration that gives any LLM full …
— ○ ⏳ — N/A N/A — — —
56899
juanleon8581
taiga-mcp Claim
MCP server for the Taiga project management API. Enables AI assistants to manag…
— ○ ⏳ — — — — — —
56900
dannymaaz
Memory MCP Claim
Persistent project memory for AI models and coding agents. Memory MCP stores ar…
— ○ ⏳ — — — — — —
Showing 56851–56900 of 69111 servers