MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 3 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67301 |
Bob Ross
Claim
Enables AI agents to manage a Canonical Landscape estate, including inventory, …
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| 67302 |
weather_test_mcp
Claim
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| 67303 |
express-recon-mcp
Claim
Enables scanning Express.js route surfaces for inventory and audit, classifying…
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| 67304 |
grafana-mcp-adapter
Claim
Read-only MCP server that exposes Grafana dashboards, datasources, and metric/l…
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| 67305 |
Enables AI assistants to explore and interact with the Facets Control Plane API…
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| 67306 |
worldmonitor-mcp
Claim
MCP server wrapping worldmonitor global intelligence dashboard, exposing 140 to…
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| 67307 |
CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federat…
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| 67308 |
corporate-events-mcp
Claim
Normalizes and serves corporate events (earnings, dividends, splits, M\&A) from…
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| 67309 |
Altium MCP Server
Claim
Use Claude to control or ask questions about your Altium project.
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| 67310 |
kegg-mcp-server
Claim
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
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| 67311 |
browserbase
Claim
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| 67312 |
news-mcp-server
Claim
Fetches up-to-date news articles from newsdata.io, supporting queries by countr…
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| 67313 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web page content as markdown, supporting chun…
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| 67314 |
ca
Claim
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| 67315 |
FEAT NEXUS PRIME
Claim
An institutional-grade algorithmic trading platform that bridges MetaTrader 5 w…
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| 67316 |
costkits-mcp
Claim
Provides live US healthcare cost data including procedure cost estimates, provi…
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| 67317 |
Connects AI assistants to the Vectra AI On-Premise security platform for natura…
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| 67318 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab repositories, manage branches, cr…
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| 67319 |
Upmind MCP Server
Claim
Enables management of Upmind platform products, categories, pricing, and bundle…
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| 67320 |
playLocal MCP
Claim
Enables to generate day trip itineraries in Korea using real-time public data f…
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| 67321 |
OdinMCP
Claim
A distributed MCP server framework enabling scalable task execution across mult…
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| 67322 |
django-openapi-mcp
Claim
Introspects a Django REST API's OpenAPI schema and exposes each endpoint as an …
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| 67323 |
An MCP server for searching Google Scholar, enabling paper search, author looku…
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| 67324 |
anvie-frappe-mcp-wrapper
Claim
Automates setup and configuration for frappe-mcp, enabling management of multip…
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| 67325 |
godot-mcp-omni
Claim
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
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| 67326 |
systems-thinking-mcp
Claim
Provides systems thinking models as composable analysis lenses for architecture…
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| 67327 |
gptqueue
Claim
Enables AI agents to discover each other and exchange typed messages through a …
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| 67328 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 67329 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 67330 |
mcp-ltm
Claim
Provides persistent long-term memory for AI assistants with tag-based retrieval…
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| 67331 |
2CaptchaMCP
Claim
Integrates with 2Captcha to solve various CAPTCHA types (image, reCAPTCHA, hCap…
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| 67332 |
Remote Jobs Center
Claim
Search current remote / work-from-home jobs by category, region, perk, or compa…
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| 67333 |
linkedin-marketing-mcp
Claim
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
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| 67334 |
dsview-mcp
Claim
Local MCP server for building an agent-facing integration around DreamSourceLab…
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| 67335 | — | |||||||||
| 67336 |
Cronlytic MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server that integrates with the Cr…
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| 67337 |
youtube-watchlater-mcp
Claim
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
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| 67338 |
alphaassay/mcp
Claim
Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe…
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| 67339 |
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
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| 67340 |
lark-mcp-on-agentcore
Claim
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
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| 67341 |
mcp-obsidian-ek
Claim
MCP server providing tools to interact with Obsidian via the Local REST API com…
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| 67342 |
arc-mcp-hub
Claim
A thin, deterministic MCP hub for SAP BTP that routes connections to multiple S…
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| 67343 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 67344 |
Cloudflare Workers MCP server: interactive-api-playground
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| 67345 |
tasks
Claim
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| 67346 |
Search MCP Server
Claim
Free web search MCP server using SearXNG, supporting web search, news search, a…
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| 67347 |
mcp-starter-kit
Claim
A production-ready foundation for building secure, observable MCP servers with …
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| 67348 |
Integrates Tolk compiler tools into AI assistants, enabling compilation of Tolk…
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| 67349 |
Win:Computer Use
Claim
MCP server that gives Claude human-like control of a Windows PC with its own vi…
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| 67350 |
knowledge-mcp
Claim
Serves markdown knowledge from a git repository over MCP, providing tools to li…
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