MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 3 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60801 |
Renewly
Claim
Read contracts, track renewals, surface vendor leverage, and draft cancellation…
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| 60802 |
Antwork
Claim
Draft, schedule, and publish social posts for your workspace straight from your…
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| 60803 |
GetABrain
Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
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| 60804 |
hyper-video-service
Claim
MCP server for programmatic video generation. Send a prompt, get an MP4.
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| 60805 |
Azure MCP Blueprint
Claim
Deploys a Model Context Protocol (MCP) server on Azure with industry-specific t…
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| 60806 |
MCP Code Flow Analyzer
Claim
An MCP server that analyzes and traces business code flows across your codebase…
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| 60807 |
ds-mcp-server
Claim
Provides data science, plotting, statistics, system, and web tools via MCP, wit…
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| 60808 |
Blender MCP Server
Claim
Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 60809 |
A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powere…
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| 60810 |
PackZoo
Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
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| 60811 |
Enables interactive access to TradeSearcher strategies and backtests via CLI an…
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| 60812 |
nodehero
Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
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| 60813 |
disclos-eu-ai-act
Claim
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
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| 60814 |
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
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| 60815 |
PromptBin
Claim
Enables AI assistants to manage, store, and retrieve prompts through the Model …
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| 60816 |
ELM MCP
Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
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| 60817 |
ComfyUI MCP Hub
Claim
Give AI agents full control over your local ComfyUI by exposing 77 tools for wo…
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| 60818 |
forgebot-mcp
Claim
forgebot info server
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| 60819 |
Gmail MCP Server
Claim
Enables AI assistants to send, search, and read emails via Gmail using OAuth2 a…
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| 60820 |
apra-mcp
Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
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| 60821 |
weather-mcp-server_test
Claim
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| 60822 |
jamjet-policy
Claim
MCP stdio interceptor (`@jamjet/mcp-shim`) that applies one YAML policy file (b…
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| 60823 |
MySQL MCP Server
Claim
Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
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| 60824 |
Enables AI-to-AI consultation for critical thinking and complex reasoning via O…
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| 60825 |
Long-Term Memory
Claim
A persistent, self-organizing memory MCP server for AI assistants, using semant…
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| 60826 |
qa-ai-mcp-server-gits
Claim
MCP server for end-to-end QA automation: generates test scenarios, discovers Pl…
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| 60827 |
My MCP Server
Claim
A lightweight MCP server providing tools for adding integers, getting current t…
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| 60828 |
CiviCRM MCP Server
Claim
Enables AI assistants to access and manage CiviCRM data, including contacts, ac…
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| 60829 |
tokenless-zendesk-mcp
Claim
MCP server that authenticates via browser session cookies to access Zendesk's R…
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| 60830 |
RAG-Anything MCP Server
Claim
A Model Context Protocol server that enables any MCP-compatible application to …
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| 60831 |
arXiv MCP Server
Claim
Enables searching and retrieving arXiv papers via the Model Context Protocol, p…
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| 60832 |
code-index
Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
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| 60833 |
EVM MCP Server
Claim
Comprehensive Model Context Protocol server that enables AI agents to interact …
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| 60834 |
presentations-ai
Claim
Presentations.AI MCP server — create designed slide decks from a topic, text, o…
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| 60835 |
mcp-server
Claim
Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learn…
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| 60836 |
web-exposure-mcp
Claim
Points an AI agent at a live URL and confirms publicly-served secret files by f…
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| 60837 |
Browser MCP
Claim
Automate your browser with AI using an MCP server and Chrome extension, enablin…
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| 60838 |
mcp-usgs-volcano
Claim
USGS Volcano MCP server providing access to volcano hazards data from the HANS-…
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| 60839 |
plex-claude-plugin
Claim
Enables Plex Media Server administration including library management, media fi…
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| 60840 |
dgmo-mcp
Claim
Render 32 diagram and chart types to SVG/PNG with browser preview and HTML repo…
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| 60841 |
harmonyos-dev-mcp
Claim
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
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| 60842 |
xrpl-identity-mcp
Claim
An MCP server for XRP Ledger identity features including DIDs, credentials, mul…
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| 60843 |
Figma Context MCP
Claim
Converts Figma designs into structured code context with token-aware styling, e…
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| 60844 |
brain-mcp
Claim
Connects claude.ai to a private GitHub repo of markdown files as a personal sec…
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| 60845 |
Kirok
Claim
Provides persistent, searchable memory for AI agents, enabling them to retain, …
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| 60846 |
Amika MCP Server
Claim
Remote MCP server for Amika: manage sandboxes and agent sessions from any MCP c…
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| 60847 |
spec-guard
Claim
A deterministic MCP server that checks project code alignment with SPEC documen…
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| 60848 |
Précis-MCP
Claim
Read-only MCP server for FP&A & management reporting — governed metrics, financ…
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| 60849 |
TickTick MCP
Claim
A remote MCP server that enables Claude to create and manage TickTick to-dos us…
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| 60850 |
openclaw-mcp
Claim
MCP server for Claude Code to interact with OpenClaw AI agents (Daemon, Soren, …
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