MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44651 |
ai-trading-bot-01
Claim
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| 44652 |
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
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| 44653 |
apple-docs-mcp-server
Claim
Search and retrieve information from Apple's complete developer documentation, …
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| 44654 |
second-brain-cloudflare
Claim
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
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| 44655 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 44656 |
applianceiq
Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
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| 44657 |
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
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| 44658 |
chatgpt
Claim
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| 44659 |
Natural language interface designed for agentic applications to manage and sear…
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| 44660 |
mcp-server
Claim
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…
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| 44661 |
Task Breakdown
Claim
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
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| 44662 |
Public API MCP Server
Claim
Transforms OpenAPI specs into an MCP server, enabling dynamic API interaction t…
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| 44663 |
Apideck MCP Server
Claim
Model Context Protocol server for the Apideck Unified API. Connect any MCP-comp…
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| 44664 |
Context intelligence for AI coding sessions. 7 MCP tools to score, compare, com…
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| 44665 |
copilotcliswitchgate-mcp
Claim
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
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| 44666 |
Plant Builder
Claim
Run Plant Builder production-plant simulations with tunable knobs for goals, ra…
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| 44667 |
redmine-mcp
Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
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| 44668 |
Basis MCP Server
Claim
Provides 205 tools for the Basis protocol on BNB Smart Chain, enabling trading,…
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| 44669 |
Generic MCP Server
Claim
A dynamic server that automatically discovers and executes scripts from a tools…
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| 44670 |
mcp-pear
Claim
Read-only MCP server for Pear Protocol that gives Claude access to markets, pai…
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| 44671 |
mcp-knowledge
Claim
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
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| 44672 |
An MCP server that integrates with Missive App allowing users to create, manage…
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| 44673 |
JSON Compare
Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
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| 44674 |
Gmail MCP Server
Claim
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
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| 44675 |
MCP server for ZapCap API providing video caption and B-roll generation via nat…
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| 44676 |
A lightweight MCP server for Stata.
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| 44677 |
gluestack-ui-mcp-server
Claim
Provides AI assistants with comprehensive access to Gluestack UI components, so…
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| 44678 |
Trellis MCP Server
Claim
Enables AI assistants to generate 3D assets from text descriptions using Trelli…
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| 44679 |
mempalace memory
Claim
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
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| 44680 |
agentdrop-mcp-server
Claim
MCP server for AgentDrop - encrypted file transfer between AI agents across any…
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| 44681 |
Exposes the full openstack and oc CLIs as MCP tools with read-only by default, …
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| 44682 |
SEI MCP Server
Claim
Bridges AI agents to the Brazilian SEI system, enabling listing processes, read…
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| 44683 |
Outlook integration with OAuth, message search, batch operations, and calendar …
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| 44684 |
mcp-playwright
Claim
Provides browser automation capabilities for LLM applications, enabling web pag…
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| 44685 |
Java Code Generator
Claim
Generate secure Java code for common tasks and patterns. Apply best practices t…
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| 44686 |
ask_her
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| 44687 |
MissingLinkz
Claim
Campaign link builder for AI agents. Build UTM-tracked links and validate desti…
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| 44688 |
bitbank MCP Server
Claim
MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, or…
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| 44689 |
Aisle Wedding
Claim
Search destination wedding venues and vendors worldwide with Aisle. 10 tools fo…
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| 44690 |
mcp-ynab
Claim
FastMCP server that exposes the YNAB API for budget management, enabling intera…
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| 44691 |
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
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| 44692 |
Syndicate Links MCP
Claim
Attribution and commission infrastructure for AI agents. Track conversions, ver…
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| 44693 |
fixme-agent
Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
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| 44694 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 44695 |
mcp-creatio
Claim
MCP server for Creatio CRM that enables AI assistants to read, create, update, …
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| 44696 |
GitHub MCP Server
Claim
Enables LLMs to interact with GitHub repositories, issues, pull requests, and w…
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| 44697 |
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
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| 44698 |
nist-nvd-mcp-server
Claim
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and …
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| 44699 |
remote-mcp-oauth-github
Claim
Enables Claude to authenticate with GitHub OAuth and access tools for user info…
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| 44700 |
The Ultimate MCP Server for Google Workspace Automation — Seamlessly integrate …
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