MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58201 |
A generative AI agent that searches song lyrics across the web and returns resu…
|
— | ||||||||
| 58202 |
MBTA MCP Server
Claim
Enables AI clients to access Boston's MBTA public transit data, including real-…
|
— | ||||||||
| 58203 |
MCP Memory
Claim
MCP Memory is a MCP Server that gives MCP Clients the ability to remember infor…
|
— | ||||||||
| 58204 |
Icon MCP Server
Claim
Provides unified search across multiple icon libraries with fuzzy search, cachi…
|
— | ||||||||
| 58205 |
cachebro
Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
|
— | ||||||||
| 58206 |
chess-support-mcp
Claim
Manages the state of a chess game for LLMs/agents without suggesting moves, pro…
|
— | ||||||||
| 58207 |
Scrapeer
Claim
Run Scrapeer visual web-scraping flows from AI agents.
|
— | ||||||||
| 58208 |
mcp-server
Claim
|
— | ||||||||
| 58209 |
Enables kicking off deployed CrewAI workflows and inspecting their status and r…
|
— | ||||||||
| 58210 |
stripe-analytics-mcp
Claim
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
|
— | ||||||||
| 58211 |
quickstart-resources
Claim
|
— | ||||||||
| 58212 |
brand-intelligence
Claim
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
|
— | ||||||||
| 58213 |
MCP server providing live Wikipedia recent changes feed, page summaries, trendi…
|
— | ||||||||
| 58214 |
MCP Web Search
Claim
Provides 19 tools for web search, content fetching, and extraction, including D…
|
— | ||||||||
| 58215 |
e2b-mcp-server
Claim
Production-grade MCP server that enables AI assistants to execute code securely…
|
— | ||||||||
| 58216 |
Zerodha MCP Server
Claim
Enables AI assistants to interact with the Zerodha trading platform for placing…
|
— | ||||||||
| 58217 |
arxiv-mcp
Claim
Enables searching ArXiv papers, fetching paper details, daily category digests,…
|
— | ||||||||
| 58218 |
filesystem-mcp-server
Claim
Enables file system operations (read, write, list, search, watch, batch process…
|
— | ||||||||
| 58219 |
yandex-marketing-mcp
Claim
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
|
— | ||||||||
| 58220 |
Nano Banana MCP
Claim
Wraps Google Gemini's image generation API as an MCP server, enabling text-to-i…
|
— | ||||||||
| 58221 |
kitepass-mcp
Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
|
— | ||||||||
| 58222 |
MCP server for searching and analyzing 1C enterprise metadata and BSL code usin…
|
— | ||||||||
| 58223 |
@paperjsx/mcp-server
Claim
Enables AI agents to generate a variety of documents (PPTX presentations, DOCX …
|
— | ||||||||
| 58224 |
mantle-mcp
Claim
Enables querying native and ERC-20 balances, checking allowances, retrieving DE…
|
— | ||||||||
| 58225 |
playwright-mcp
Claim
An MCP server that gives Claude direct control of a real browser via Playwright…
|
— | ||||||||
| 58226 |
ib-async-mcp
Claim
MCP server for Interactive Brokers API, enabling account management, trading, m…
|
— | ||||||||
| 58227 |
Catalyst Governance
Claim
Governance middleware for AI agents: permission gates, approvals, compliance sc…
|
— | ||||||||
| 58228 |
Devicebase MCP Server
Claim
Enables remote control of mobile devices via the Devicebase API, including touc…
|
— | ||||||||
| 58229 |
hve-squad MCP server
Claim
An outbound MCP server that exposes a squad of 98 advisory agents as five model…
|
— | ||||||||
| 58230 |
resale
Claim
AI-native timeshare marketplace with FL DBPR + CFPB government-source data. Sou…
|
— | ||||||||
| 58231 |
MaxRefMCP
Claim
Provides Japanese-optimized reference, design consultation, and learning suppor…
|
— | ||||||||
| 58232 |
conduit-openapi-mcp
Claim
Turns any OpenAPI/Swagger spec into an MCP server, generating one tool per endp…
|
— | ||||||||
| 58233 |
MCP Grocy API
Claim
Enables interaction with Grocy's API through MCP, allowing management of grocer…
|
— | ||||||||
| 58234 |
Enables AI assistants to trade FX, manage beneficiaries, check balances, reques…
|
— | ||||||||
| 58235 |
Postman MCP Server
Claim
A Cloudflare Worker that provides API access to Postman collections and environ…
|
— | ||||||||
| 58236 |
Enables ChatGPT to interact with Google Calendar through a remote MCP server. P…
|
— | ||||||||
| 58237 |
Sensei MCP
Claim
Multi-persona engineering mentor with 64 specialized AI personas that injects e…
|
— | ||||||||
| 58238 |
scpi-mcp
Claim
An MCP server that enables AI agents to operate an oscilloscope through high-le…
|
— | ||||||||
| 58239 |
bazel-mcp
Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
|
— | ||||||||
| 58240 |
Exposes meteorological sensor data (temperature, humidity, pressure) from an Io…
|
— | ||||||||
| 58241 |
x402-mcp
Claim
Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
|
— | ||||||||
| 58242 |
Provides automated EU AI Act compliance tools, including risk classification, r…
|
— | ||||||||
| 58243 |
Enables AI assistants to create and manipulate Microsoft Office documents (Powe…
|
— | ||||||||
| 58244 |
dnet_smithery
Claim
|
— | ||||||||
| 58245 |
SEO Overview MCP Server
Claim
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
|
— | ||||||||
| 58246 |
wikidocs-mcp
Claim
Enables AI agents to read, edit, and manage Wikidocs books and blogs, including…
|
— | ||||||||
| 58247 |
Provide real-time weather data and forecasts to your applications. Enable agent…
|
— | ||||||||
| 58248 |
MCP Server for AI agent identity and authorization. Create, verify, and manage …
|
— | ||||||||
| 58249 |
TradingView MCP
Claim
An AI trading copilot that connects to TradingView Desktop via CDP, offering 84…
|
— | ||||||||
| 58250 |
knowledge-wiki-mcp
Claim
MCP server for co-building and managing atomic learning notes in an Obsidian va…
|
— | ||||||||