MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 3 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68001 |
tokenmaxxen-mcp
Claim
Collective episodic memory for AI coding agents — search, deposit, comment, sho…
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| 68002 |
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
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| 68003 |
domin8
Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
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| 68004 |
Agentic Vault MCP Server
Claim
Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…
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| 68005 |
Indian macro-event and sector impact intelligence for MCP workflows.
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| 68006 |
mcp
Claim
Create content and test it on a real audience — neuroflash Digital Twins inside…
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| 68007 |
transcode-mcp
Claim
A media transcoding proxy with an MCP control surface for generating optimized …
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| 68008 |
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
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| 68009 |
openrouter-mcp
Claim
Enables AI assistants like Claude or ChatGPT to query OpenRouter's 300+ models …
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| 68010 |
Maya MCP
Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
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| 68011 |
RapidInvoice MCP Server
Claim
Generates professional invoices from Claude Desktop using RapidInvoice and stor…
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| 68012 |
Zhiwen Assistant MCP
Claim
Automatically generates Chinese README documentation and mind maps for project …
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| 68013 |
OPNsense MCP Server
Claim
A secure MCP server for managing OPNsense firewalls through AI assistants. Prov…
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| 68014 |
NYC Friend
Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
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| 68015 |
mcp-l402-gate-example
Claim
Minimal MCP server demonstrating L402 pay-per-call with Depth-of-Identity reput…
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| 68016 |
Spotify MCP Server
Claim
Dual-mode tool server for controlling Spotify through terminal or AI assistants…
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| 68017 |
SkyFi MCP Server
Claim
Enables AI agents to search, compare pricing, and order satellite imagery from …
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| 68018 |
canvasMCP
Claim
Deploys a read-only MCP server to Cloudflare Workers for interacting with Canva…
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| 68019 |
Enables interaction with Salesforce data and services via custom MCP tools, inc…
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| 68020 |
MCP NodeServer
Claim
A Node.js MCP server that gives Claude Code direct access to file operations, d…
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| 68021 |
gaudio-developers-mcp
Claim
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 68022 |
Mobbin Agent
Claim
MCP server that gives AI agents browser-based access to Mobbin for design resea…
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| 68023 |
playwright-mcp-mine
Claim
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| 68024 |
ai-mosaic
Claim
MCP server for Angular 19+ development, providing PR review, code scaffolding, …
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| 68025 |
git-mcp-server
Claim
A secure, git-aware MCP server for working with local repositories, enabling fi…
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| 68026 |
Deepseek Thinker
Claim
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
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| 68027 |
mcp-gera-clone
Claim
GeraClone MCP — discover expert clones, check operator's clone status, start ex…
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| 68028 |
SearXNG-MCP
Claim
Provides a bridge between AI assistants and SearXNG, a privacy-respecting metas…
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| 68029 |
mermaid-mcp-server
Claim
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| 68030 |
sangsik-gdscript-graph
Claim
A function-level call-graph indexer for GDScript/Godot projects, exposed as an …
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| 68031 |
Conductor MCP Server
Claim
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
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| 68032 |
singapore-proxy-mcp
Claim
Browse the web and run Google search through real Singapore mobile carrier IPs.
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| 68033 |
Enables interaction with Azure AI Foundry services including model exploration …
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| 68034 |
Instagram MCP Server
Claim
Enables AI assistants to interact with Instagram by scraping profiles, posts, r…
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| 68035 |
notebookllm_mcp
Claim
Converts Jupyter notebooks to a simplified plain text format to reduce token us…
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| 68036 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 68037 |
Google Docs MCP Proxy
Claim
Local stdio MCP server that handles Google OAuth2 locally and proxies authentic…
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| 68038 |
Exasol MCP Server
Claim
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
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| 68039 |
form-backend
Claim
Cloudflare Workers MCP server: form-backend
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| 68040 |
@memlane/mcp
Claim
Connects Memlane, your personal library of saved links and notes, to AI assista…
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| 68041 |
An MCP Server that autonomously debugs web applications with browser-use browse…
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| 68042 |
FinTS-Finanzen
Claim
Read-only MCP server for FinTS/HBCI banking; enables account information retrie…
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| 68043 |
gmail_mcp
Claim
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| 68044 |
Claude Code Toolkit
Claim
Maintenance, recovery, and observability for Claude Code. CLI + MCP server + da…
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| 68045 |
bear-mcp
Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
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| 68046 |
UK Food Standards Agency + EU Reg 178/2002 + HACCP + allergen labelling complia…
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| 68047 |
File Extractor Service
Claim
Extract content and metadata from various file formats including PDF, DOC, DOCX…
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| 68048 |
Pharmacy MCP Server
Claim
Enables medication reference workflows including drug search, dosing calculatio…
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| 68049 |
Postgres MCP Pro
Claim
An MCP server for PostgreSQL with index tuning, explain plans, health checks, a…
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| 68050 |
rabbitmq-mcp
Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
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