MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40701 |
mlx-mcp-server
Claim
Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …
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| 40702 |
vex-mcp-server
Claim
Enables to access VEX Robotics Competition data including teams, events, rankin…
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| 40703 |
VC_replan-mcp
Claim
Enables multi-dimensional architecture review of technical solutions with web i…
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| 40704 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 40705 |
IAPI MCP Server
Claim
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
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| 40706 |
Oura MCP Server
Claim
Enables AI assistants to access your Oura Ring health data through OAuth2-authe…
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| 40707 |
chrome-feedback
Claim
MCP server for interactive feedback collection via Chrome extension, enabling u…
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| 40708 |
Ragionex Memory MCP
Claim
Dynamic semantic memory for AI assistants that persists across sessions and cli…
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| 40709 |
agentops_mcp_server
Claim
Enables an edit-verify-commit workflow inside Zed with a local MCP server and p…
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| 40710 |
Reqwise Figma MCP
Claim
Enables AI agents to read and draw on Figma canvas safely, with built-in safegu…
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| 40711 |
Professional MCP Server with AST-powered code intelligence, high-performance se…
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| 40712 |
mcp-apollo-config
Claim
Enables querying and editing configuration items in Apollo Config Center using …
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| 40713 |
agent-verifier-mcp
Claim
Spending limits for AI agents. Create budgets, enforce limits, track spend acro…
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| 40714 |
docx-mcp
Claim
MCP server for generating professionally formatted Word documents (.docx). Supp…
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| 40715 |
hitkeep
Claim
Privacy-first web analytics with a read-only MCP server for aggregate traffic, …
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| 40716 |
TestRail MCP Server
Claim
Integrates TestRail with Claude Code to enable AI-assisted test management work…
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| 40717 |
mcp-sonarcloud
Claim
Enables interaction with SonarCloud projects, issues, quality gates, and securi…
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| 40718 |
nano-banana-mcp
Claim
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
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| 40719 |
taste-mcp
Claim
MCP server that indexes and serves design skills, guides, and patterns from the…
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| 40720 |
mcpserver1
Claim
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| 40721 |
Vector Task MCP Server
Claim
A secure, vector-based task management server for Claude Desktop using sqlite-v…
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| 40722 |
Coach Watts
Claim
Remote MCP server for training, nutrition, wellness, and performance data with …
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| 40723 |
Stellaroid Earn
Claim
Read-only MCP server: verify credentials and browse escrows on the Stellar test…
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| 40724 |
roon-mcp
Claim
Controls music playback on a FiiO M23 device through Roon, allowing Claude to s…
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| 40725 |
plaid-mcp
Claim
A persistent MCP server that securely manages Plaid bank connections, allowing …
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| 40726 |
Tufin MCP Server
Claim
Bridges Tufin SecureTrack and SecureChange APIs with AI development workflows, …
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| 40727 |
appflowy-mcp
Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
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| 40728 |
Hanzo MCP
Claim
Enables access to Hanzo APIs and Platform capabilities via MCP, along with deve…
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| 40729 |
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
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| 40730 |
GotFreeFax
Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
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| 40731 |
WordPress MCP Server
Claim
Enables AI agents to manage WordPress sites through the WordPress REST API, sup…
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| 40732 |
dlt
Claim
Enables large language models to retrieve up-to-date and correct information ab…
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| 40733 |
notebooklm-mcp-2026
Claim
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
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| 40734 |
mcp-usa-climate-risk
Claim
Model Context Protocol server for real-time US climate risk and home insurance …
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| 40735 |
bcquality-mcp
Claim
Exposes Microsoft BCQuality repository (Business Central development best pract…
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| 40736 |
Zettelkasten MCP Server
Claim
Provides Claude with structured access to a Zettelkasten note system, enabling …
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| 40737 |
mcp-data-piercecounty
Claim
Enables searching and querying Pierce County Open Data datasets via Socrata API…
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| 40738 |
accelo-mcp
Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
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| 40739 |
sprinter
Claim
A self-hosted backlog tracker with priority scoring and an MCP server, enabling…
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| 40740 |
llm-d-bench-mcp
Claim
Enables Claude Code to benchmark llm-d from plain English, providing 35 tools a…
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| 40741 |
qgis-mcp-codex
Claim
Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operatio…
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| 40742 |
realtime-news
Claim
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
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| 40743 |
freeplay-mcp
Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
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| 40744 |
nimble
Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
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| 40745 |
aman-mcp
Claim
Exposes identity, tools, workflows, guardrails, and evaluation as MCP tools — s…
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| 40746 |
MCP Prow Server
Claim
Enables users to interact with Prow CI/CD systems, retrieving build logs and di…
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| 40747 |
MCP server for connecting Claude Desktop to a local medical knowledge base with…
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| 40748 |
Remote MCP AuthKit
Claim
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
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| 40749 |
mcp-ocrspace
Claim
OCR.space MCP server that enables image and PDF text extraction via the OCR.spa…
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| 40750 |
unifi-mcp
Claim
MCP server that turns Claude into a UniFi network specialist. Manage devices, o…
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