MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
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
58201
tehmenghai
A generative AI agent that searches song lyrics across the web and returns resu…
— ○ ⏳ — — — — — —
58202
cubismod
Enables AI clients to access Boston's MBTA public transit data, including real-…
— ○ ⏳ — — — — — —
58203
lukcy6799
MCP Memory Claim
MCP Memory is a MCP Server that gives MCP Clients the ability to remember infor…
— ○ ⏳ — — — — — —
58204
agentic-ph
Provides unified search across multiple icon libraries with fuzzy search, cachi…
— ○ ⏳ — — — — — —
58205
glommer
cachebro Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
— ○ ⏳ — N/A N/A — — —
58206
danilop
Manages the state of a chess game for LLMs/agents without suggesting moves, pro…
— ○ ⏳ — N/A N/A — — —
58207
Scrapeer
Scrapeer Claim
Run Scrapeer visual web-scraping flows from AI agents.
— ○ ⏳ — N/A N/A — — —
58208
dacast
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
58209
danielfsbarreto
Enables kicking off deployed CrewAI workflows and inspecting their status and r…
— ○ ⏳ — N/A N/A — — —
58210
npow
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
— ○ ⏳ — — — — — —
58211 — ○ ⏳ — N/A N/A — 95 —
58212
NUDG3-AI
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
— ○ ⏳ — — — — — —
58213
guptaprakhariitr
MCP server providing live Wikipedia recent changes feed, page summaries, trendi…
— ○ ⏳ — — — — — —
58214
jsitla
Provides 19 tools for web search, content fetching, and extraction, including D…
— ○ ⏳ — N/A N/A — — —
58215
yukkit
Production-grade MCP server that enables AI assistants to execute code securely…
— ○ ⏳ — — — — — —
58216
ManikLakhanpal
Enables AI assistants to interact with the Zerodha trading platform for placing…
— ○ ⏳ — N/A N/A — — —
58217
guptaprakhariitr
arxiv-mcp Claim
Enables searching ArXiv papers, fetching paper details, daily category digests,…
— ○ ⏳ — — — — — —
58218
paonebharti
Enables file system operations (read, write, list, search, watch, batch process…
— ○ ⏳ — N/A N/A — — —
58219
skiddgoddamn
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
— ○ ⏳ — — — — — —
58220
jiwon86
Wraps Google Gemini's image generation API as an MCP server, enabling text-to-i…
— ○ ⏳ — N/A N/A — — —
58221
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
— ○ ⏳ — N/A N/A — — —
58222
gsbelarus
onec-meta-mcp Claim 1
MCP server for searching and analyzing 1C enterprise metadata and BSL code usin…
— ○ ⏳ — N/A N/A — 95 —
58223
paperjsx
Enables AI agents to generate a variety of documents (PPTX presentations, DOCX …
— ○ ⏳ — N/A N/A — — —
58224
Tmalone1250
mantle-mcp Claim
Enables querying native and ERC-20 balances, checking allowances, retrieving DE…
— ○ ⏳ — — — — — —
58225
ademdeniz
An MCP server that gives Claude direct control of a real browser via Playwright…
— ○ ⏳ — N/A N/A — — —
58226
atomcp-ai
ib-async-mcp Claim
MCP server for Interactive Brokers API, enabling account management, trading, m…
— ○ ⏳ — N/A N/A — — —
58227
Stratogenic-AI
Governance middleware for AI agents: permission gates, approvals, compliance sc…
— ○ ⏳ — — — — — —
58228
devicebase
Enables remote control of mobile devices via the Devicebase API, including touc…
— ○ ⏳ — — — — — —
58229
Peter-N91
An outbound MCP server that exposes a squad of 98 advisory agents as five model…
— ○ ⏳ — — — — — —
58230
rootz-global
resale Claim
AI-native timeshare marketplace with FL DBPR + CFPB government-source data. Sou…
— ○ ⏳ — — — — — —
58231
dsgarage
MaxRefMCP Claim
Provides Japanese-optimized reference, design consultation, and learning suppor…
— ○ ⏳ — N/A N/A — — —
58232
tsouth89
Turns any OpenAPI/Swagger spec into an MCP server, generating one tool per endp…
— ○ ⏳ — — — — — —
58233
saya6k
Enables interaction with Grocy's API through MCP, allowing management of grocer…
— ○ ⏳ — — — — — —
58234
currencytransfer
Enables AI assistants to trade FX, manage beneficiaries, check balances, reques…
— ○ ⏳ — — — — — —
58235
freebeiro
A Cloudflare Worker that provides API access to Postman collections and environ…
— ○ ⏳ — — — — — —
58236
sschucktown
Enables ChatGPT to interact with Google Calendar through a remote MCP server. P…
— ○ ⏳ — — — — 81 —
58237
amarodeabreu
Sensei MCP Claim
Multi-persona engineering mentor with 64 specialized AI personas that injects e…
— ○ ⏳ — N/A N/A — — —
58238
armchairdeity
scpi-mcp Claim
An MCP server that enables AI agents to operate an oscilloscope through high-le…
— ○ ⏳ — N/A N/A — — —
58239
saeid-rez
bazel-mcp Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
— ○ ⏳ — N/A N/A — — —
58240
hh186011
Exposes meteorological sensor data (temperature, humidity, pressure) from an Io…
— ○ ⏳ — — — — — —
58241
nirholas
x402-mcp Claim
Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
— ○ ⏳ — — — — — —
58242
SonnyLabs
Provides automated EU AI Act compliance tools, including risk classification, r…
— ○ ⏳ — — — — — —
58243
iflow-mcp
Enables AI assistants to create and manipulate Microsoft Office documents (Powe…
— ○ ⏳ — N/A N/A — — —
58244 — ○ ⏳ — N/A N/A — 95 —
58245
minhdo01011990-glitch
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
— ○ ⏳ — N/A N/A — — —
58246
ychoi-kr
wikidocs-mcp Claim
Enables AI agents to read, edit, and manage Wikidocs books and blogs, including…
— ○ ⏳ — — — — — —
58247
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
— ○ ⏳ — N/A N/A — 95 —
58248
AiAgentKarl
MCP Server for AI agent identity and authorization. Create, verify, and manage …
— ○ ⏳ — N/A N/A — — —
58249
frozo-ai
An AI trading copilot that connects to TradingView Desktop via CDP, offering 84…
— ○ ⏳ — N/A N/A — — —
58250
pongs1
MCP server for co-building and managing atomic learning notes in an Obsidian va…
— ○ ⏳ — N/A N/A — — —
Showing 58201–58250 of 69093 servers