MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 8 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43401 |
A Model Context Protocol (MCP) server for the Atlassian Goals API. Enables AI a…
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| 43402 |
fn_ora_mcp
Claim
Enables Claude Code to query Oracle DB package code using natural language, wit…
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| 43403 |
edgarmcp
Claim
MCP server for SEC EDGAR that provides real-time access to filings, financial s…
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| 43404 |
simple_snowflake_mcp
Claim
Enables natural language querying and management of Snowflake databases, includ…
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| 43405 |
queue-inspector-mcp
Claim
An MCP server that lets an agent inspect and operate Redis-backed job queues, s…
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| 43406 |
Librarian
Claim
Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and …
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| 43407 |
Convalytics
Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
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| 43408 |
基于高德天气API的MCP服务器,可通过adcode查询实时天气和未来3天预报。
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| 43409 |
QuestMCP
Claim
Enables AI agents to post real-world tasks, match them to people, and release p…
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| 43410 |
secrets-audit-mcp
Claim
Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, Ope…
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| 43411 |
maven-indexer-mcp
Claim
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
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| 43412 |
mcp-system-summary
Claim
Provides structured instructions to Cursor for generating comprehensive system …
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| 43413 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 43414 |
Unbrowse
Claim
Connect to any website's backend directly by indexing it with our chrome extens…
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| 43415 |
MCP Testing Assistant
Claim
Enables automated testing and coverage reporting for MCP services with test exe…
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| 43416 |
python-docs-mcp-server
Claim
Local, read-only retrieval over official Python standard library docs with exac…
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| 43417 |
scribe
Claim
Manage Scribe email signatures: templates, teammates, smart fields and campaign…
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| 43418 |
solana-mcp
Claim
Enables AI agents to interact with the Solana blockchain for DeFi, NFTs, and We…
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| 43419 |
now-mcp
Claim
Provides the current date and time, enabling Claude to be time-aware. Supports …
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| 43420 |
identifai-mcp
Claim
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
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| 43421 |
@easynodexyz/mcp-x402
Claim
MCP server enabling AI agents to purchase VPS and blockchain node products usin…
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| 43422 |
rubberduck-mcp
Claim
Bridges AI assistants with Rubberduck VBA to enable code analysis, module manag…
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| 43423 |
Identity Server
Claim
A local MCP server that maintains and serves personal identity context to LLMs.
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| 43424 |
ctalk
Claim
Enables coworkers to register profiles, ask questions, check inboxes, propose d…
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| 43425 |
adl-context-collector
Claim
MCP server providing persistent memory for LLMs via semantic search over captur…
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| 43426 |
nba-mcp
Claim
MCP server for NBA live data and stats, providing read-only tools to query live…
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| 43427 |
Enables AI assistants to control Chrome using real user profiles, providing und…
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| 43428 |
liz-whiteboard-mcp
Claim
Enables AI agents to read and edit entity-relationship diagrams and SQL databas…
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| 43429 |
Portfolio MCP Server
Claim
An MCP server that exposes an AI project portfolio as queryable tools, allowing…
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| 43430 |
JFrog MCP
Claim
Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
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| 43431 |
Google Webmaster MCP
Claim
Enables AI agents to manage Google Tag Manager, Google Search Console, and Goog…
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| 43432 |
minimax-omni
Claim
MCP server for MiniMax's multimodal generation models, enabling text-to-speech,…
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| 43433 |
SonarLint MCP Server
Claim
Enables real-time code analysis for JavaScript, TypeScript, and Python through …
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| 43434 |
TrueMemory
Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
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| 43435 |
Semantic document memory using Redis vector store. Save and recall files with n…
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| 43436 |
Web Search MCP Server
Claim
Enables AI agents to perform web searches, extract webpage content, and conduct…
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| 43437 |
RAG Code Search Agent
Claim
Enables natural language search over indexed codebases with source citations an…
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| 43438 |
Provides access to Hong Kong climate and weather data from the Hong Kong Observ…
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| 43439 |
hgefge
Claim
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| 43440 |
Provides secure, read-only database queries, HTTP GET requests with anti-SSRF p…
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| 43441 |
ai-provider-status
Claim
Cloudflare Workers MCP server: ai-provider-status
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| 43442 |
Memvid MCP
Claim
MCP server providing cognitive memory storage with dual memory system (project …
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| 43443 |
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
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| 43444 |
Enables AI assistants to interact with Cyoda platform entities and workflows th…
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| 43445 |
pytorch-mcp
Claim
A full-featured MCP server for PyTorch documentation workflows, providing tools…
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| 43446 |
gcal-mcp
Claim
A Model Context Protocol (MCP) server for read-only Google Calendar integration…
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| 43447 |
Olostep MCP server for web scraping, google search and website urls search.
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| 43448 |
web-slack-mcp
Claim
Enables reading Slack channels, messages, and threads using the web interface v…
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| 43449 |
A low-level computer-use MCP server that exposes raw desktop control (mouse, ke…
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| 43450 |
Carbono
Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
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