MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28651 |
Run real Playwright E2E tests from your AI coding agent.
|
C 68 3⁄4 | ||||||||
| 28652 |
Enables AI agents to interact with Odoo 19 via JSON-2 API, supporting CRUD oper…
|
C 68 3⁄4 | ||||||||
| 28653 |
Enables interaction with the Korea Investment & Securities (KIS) Open API for d…
|
C 68 3⁄4 | ||||||||
| 28654 |
logistics-ai-mcp
Claim
logistics-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 28655 |
Provides direct access to Mexico City's open data including crime, 911 calls, a…
|
C 68 3⁄4 | ||||||||
| 28656 |
Document intelligence, invoice extraction, PII detection, and sentiment analysi…
|
C 68 3⁄4 | ||||||||
| 28657 |
Provides current weather data for a given city using Open-Meteo (free, no API k…
|
C 68 3⁄4 | ||||||||
| 28658 |
Enables agents to report and query performance metrics to build a community-dri…
|
C 68 3⁄4 | ||||||||
| 28659 |
Foundational MCP/A2A-native core platform for secure credential injection, nati…
|
C 68 3⁄4 | ||||||||
| 28660 |
MCP Dockhand
Claim
Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructur…
|
C 68 3⁄4 | ||||||||
| 28661 |
ContrastAPI
Claim
31 tools: CVE (340K+ EPSS/KEV), OSINT, threat intel, dep audit, code sec. No AP…
|
C 68 3⁄4 | ||||||||
| 28662 |
An HTTP-based Model Context Protocol server for RiotPlan that exposes comprehen…
|
C 68 3⁄4 | ||||||||
| 28663 |
gmail-mcp
Claim
A minimal MCP server that enables Claude to search, read, and manage Gmail mess…
|
C 68 3⁄4 | ||||||||
| 28664 |
Dead link checker MCP server - find broken links, redirects, and timeouts on an…
|
C 68 3⁄4 | ||||||||
| 28665 |
Connects AI assistants to MQTT brokers for smart home automation and IoT device…
|
C 68 3⁄4 | ||||||||
| 28666 |
Provides AI agents with access to Toss developer documentation and icon catalog…
|
C 68 3⁄4 | ||||||||
| 28667 |
MCP server that enables AI agents to
autonomously buy virtual phone numbers and…
|
C 68 3⁄4 | ||||||||
| 28668 |
11 MCP tools for personal finance and Zero-Based Budgeting. Create budget plans…
|
C 68 3⁄4 | ||||||||
| 28669 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
|
C 68 3⁄4 | ||||||||
| 28670 |
Real-time crypto market structure for AI agents — orderflow across 20 exchanges…
|
C 68 3⁄4 | ||||||||
| 28671 |
MCP server for TickTick using the official OAuth 2.0 API. Create, list, update,…
|
C 68 3⁄4 | ||||||||
| 28672 |
Container sandbox management. Spin up isolated development environments on Clou…
|
C 68 3⁄4 | ||||||||
| 28673 |
Countries MCP Server
Claim
MCP Server that gives AI assistants access to comprehensive country data from 2…
|
C 68 3⁄4 | ||||||||
| 28674 |
Live Steam market data for AI agents: top sellers, deals, player counts. Paid p…
|
C 68 2⁄5 | ||||||||
| 28675 |
An MCP server for network engineering that provides comprehensive tools for BGP…
|
C 68 3⁄4 | ||||||||
| 28676 |
recruitment-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 28677 |
truemarkets-mcp-server
Claim
Enables AI agents to perform native trading on True Markets by providing tools …
|
C 68 3⁄4 | ||||||||
| 28678 |
Dropbox MCP server to recover deleted files, list revisions, search content, an…
|
C 68 3⁄4 | ||||||||
| 28679 |
A Model Context Protocol server that enables interaction with GitLab accounts t…
|
C 68 3⁄4 | ||||||||
| 28680 |
A read-only MCP server that enables Claude to audit Firewalla network security …
|
C 68 3⁄4 | ||||||||
| 28681 |
OracleForge MCP
Claim
MCP server providing real-time crypto price feeds from Pyth Network, Chainlink,…
|
C 68 3⁄4 | ||||||||
| 28682 |
RENAMED: use com.borisinc/tools (same service, tools.borisinc.com).
|
C 68 2⁄5 | ||||||||
| 28683 |
Enables to manage Freedcamp projects, tasks, users, and comments through natura…
|
C 68 3⁄4 | ||||||||
| 28684 |
Enables Claude Code to render LaTeX equations, TikZ diagrams, and documents int…
|
C 68 3⁄4 | ||||||||
| 28685 |
An MCP server that bridges AI assistants with data warehouses through Cube.js t…
|
C 68 3⁄4 | ||||||||
| 28686 |
cordum
Claim
The open agent control plane. Govern autonomous AI agents with pre-execution po…
|
C 68 3⁄4 | ||||||||
| 28687 |
education-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 28688 |
AgentLair
Claim
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/re…
|
C 68 3⁄5 | ||||||||
| 28689 |
Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunj…
|
C 68 3⁄4 | ||||||||
| 28690 |
Enables LLM agents to extract social media data (LinkedIn, Instagram, X, Reddit…
|
C 68 3⁄4 | ||||||||
| 28691 |
Read WeChat (微信) Official Account articles with native multimodal output — body…
|
C 68 3⁄4 | ||||||||
| 28692 |
A production-oriented MCP server for coding agents that enables multi-project m…
|
C 68 3⁄4 | ||||||||
| 28693 |
Lido MCP Server
Claim
Enables AI agents to interact with the Lido protocol for ETH staking, position …
|
C 68 3⁄4 | ||||||||
| 28694 |
Exposes 48 SAP Ariba APIs as Claude-compatible tools for managing procurement, …
|
C 68 3⁄4 | ||||||||
| 28695 |
Enables AI assistants to perform vulnerability scanning on Docker/OCI images, c…
|
C 67 3⁄4 | ||||||||
| 28696 |
Enables CODESYS development assistance via MCP, including curated guidance, Str…
|
C 67 3⁄4 | ||||||||
| 28697 |
An MCP server that enables AI assistants to interact with the CleverTap REST AP…
|
C 67 3⁄4 | ||||||||
| 28698 |
Soulseek MCP
Claim
Enables interaction with the Soulseek peer-to-peer file sharing network for sea…
|
C 67 3⁄4 | ||||||||
| 28699 |
A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn …
|
C 67 3⁄4 | ||||||||
| 28700 |
AI-powered spec generation and review using multi-repo code graph intelligence …
|
C 67 3⁄4 | ||||||||