MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 4 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46451 |
mcp-databricks
Claim
Provides MCP tools to interact with Databricks SQL warehouses, enabling metadat…
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| 46452 |
minecraft-diagnostic-mcp
Claim
An external MCP server for diagnosing Minecraft servers via backup analysis, lo…
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| 46453 |
agent-central-mcp
Claim
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
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| 46454 |
dnSpy-MCP
Claim
A Model Context Protocol server for static .NET assembly analysis, offering dec…
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| 46455 |
tailscale-blade-mcp
Claim
Enables AI agents to securely interact with Tailscale tailnets for device inven…
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| 46456 |
CodeGuard
Claim
MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, …
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| 46457 |
openapi-mcp-bridge
Claim
Transforms OpenAPI definitions into MCP tools for seamless LLM-API integration.
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| 46458 |
MCP server for the Bitbucket Cloud REST API v2.0, providing 32 tools across 5 t…
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| 46459 |
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
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| 46460 |
Algo-MCP
Claim
Render live algorithmic visualizations directly in your AI chats via MCP.
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| 46461 |
Gmail MCP Server
Claim
Read-only MCP server for Gmail that enables searching threads, reading messages…
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| 46462 |
string-utils-ai-mcp
Claim
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
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| 46463 |
Marvenn MCP Server
Claim
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
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| 46464 |
Bridges ConnectWise PSA and TD Synnex StreamOne distributor into composite sale…
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| 46465 |
Enables AI assistants to access stock prices, financial statements, earnings ca…
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| 46466 |
mcp-data-nola
Claim
Provides access to New Orleans open data (data.nola.gov) through the Socrata SO…
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| 46467 |
Furgonetka MCP
Claim
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
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| 46468 |
Kazakhstan payments for AI agents — cards (Freedom Pay) via Freedom Pay. Never …
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| 46469 |
cwe-search_mcp
Claim
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
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| 46470 |
mcp-wikijs-mv
Claim
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
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| 46471 |
codebase-mcp
Claim
Enables AI agents to semantically search and navigate code repositories using n…
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| 46472 |
fulcrum
Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
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| 46473 |
Victron VRM MCP Server
Claim
Read-only MCP server integrating with the Victron VRM API to monitor solar syst…
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| 46474 |
wartegonline-mcp-ts
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| 46475 |
Redis Graph MCP Server
Claim
Enables LLMs and AI agents to query a biomedical knowledge graph stored in Redi…
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| 46476 |
server-employee
Claim
Enables querying employment rates by sector (agriculture, industry, services) f…
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| 46477 |
truenas-ws-mcp
Claim
MCP server for TrueNAS Scale that enables AI assistants to manage storage pools…
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| 46478 |
okama MCP
Claim
MCP (Model Context Protocol) server that exposes the okama investment portfolio…
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| 46479 |
ejentum-mcp
Claim
MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
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| 46480 |
acf-mcp
Claim
Enables AI agents to reason about the ACF governance standard for autonomous AI…
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| 46481 |
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of y…
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| 46482 |
mcp-local-gateway
Claim
Minimal MCP server exposing a single tool, run_date, to execute the local date …
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| 46483 |
evmquery-mcp
Claim
Read any contract on any EVM chain through a single MCP endpoint.
Ask question…
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| 46484 |
Academic peer-review, research-gap finding, journal recommender, and article wr…
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| 46485 |
debugai-mcp
Claim
MCP server for DebugAI. Browser sign-in, auto client setup, no key pasting.
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| 46486 |
WhatsApp MCP Automation
Claim
A WhatsApp MCP server providing 32 tools for Claude, Cursor, and Windsurf, incl…
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| 46487 |
pico-mcp
Claim
Enables LLMs to control a PicoScope 5000A USB oscilloscope for signal generatio…
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| 46488 |
bookmeter-mcp
Claim
Provides tools to search books by keyword, retrieve books by author, and comput…
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| 46489 |
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
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| 46490 |
auto-news MCP server
Claim
Enables AI assistants to access and manage an Indonesian stock market news pipe…
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| 46491 |
mcp-openweather
Claim
Wraps the OpenWeatherMap API to provide weather data through MCP, enabling AI a…
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| 46492 |
TVControl
Claim
MCP server that enables AI agents to control TradingView Desktop locally, perfo…
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| 46493 |
Enables secure SSH and Oracle DB operations with persistent sessions, audit log…
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| 46494 |
openEHR MCP Server
Claim
Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHR…
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| 46495 |
currentdt-mcp
Claim
Provides real-time date and time information to AI assistants via the Model Con…
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| 46496 |
mcp
Claim
Live App Store & Google Play data for AI agents: app discovery, ASO keywords, r…
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| 46497 |
okf-mcp
Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
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| 46498 |
karate-graph-mcp
Claim
Enables analysis of Karate framework feature files, extracting dependencies and…
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| 46499 |
Provides intelligent weekly schedule analysis from Google Calendar, including d…
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| 46500 |
mcpgsc
Claim
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