MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55651 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 55652 |
mcp-parasut
Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
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| 55653 |
hivekey.ai
Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
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| 55654 |
empresa-brain
Claim
Enables Claude to query and store private company notes through a MCP connector…
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| 55655 |
agentfenster
Claim
Windows GUI automation on a hidden second desktop, driven from Claude Code over…
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| 55656 |
codex-mcp-swarm
Claim
Wraps OpenAI's Codex CLI with true parallel task execution, worktree isolation …
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| 55657 |
zotero-local-mcp-bridge
Claim
Enables MCP-capable agents to securely manage a local Zotero library through a …
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| 55658 |
dbmcp-server
Claim
Provides an instant MongoDB MCP server that can be used from any AI agent witho…
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| 55659 |
A production-ready Pokémon MCP server that enables users to get comprehensive P…
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| 55660 |
GNews API MCP Server
Claim
Provides access to the GNews API for searching news articles and getting top he…
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| 55661 |
engineerpro-library
Claim
Read-only EngineerPro engineering library (118 book profiles) and software-engi…
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| 55662 |
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
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| 55663 |
exocortex
Claim
Personal unified memory system for AI coding agents, providing persistent memor…
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| 55664 |
horoshop-mcp-server
Claim
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
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| 55665 |
AgentValet
Claim
Identity and credential governance broker for MCP servers. Issues scoped, short…
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| 55666 |
A low-latency text-to-speech MCP server that uses local Kokoro GGUF inference v…
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| 55667 |
mcpypi
Claim
MCP server for comprehensive PyPI package intelligence, providing tools for dep…
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| 55668 |
supabase-mcp-server
Claim
Enables LLMs to interact with Supabase services including Database, Auth, Stora…
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| 55669 |
Settled
Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
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| 55670 |
pretext-pdf-mcp
Claim
MCP server for generating professional PDFs from structured JSON in AI agents l…
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| 55671 |
Legal Court MCP Server
Claim
MCP Server providing AI agents access to over 3 million US court decisions via …
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| 55672 |
Neuron MCP Server
Claim
Enables AI assistants to manage WhatsApp business operations including chatbots…
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| 55673 |
mcp-server
Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
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| 55674 |
admin-mcp
Claim
MCP server for Odoo administration, enabling customer listing and search via co…
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| 55675 |
newsintel
Claim
Personalized news intelligence for AI agents — 100+ sources, ranked briefings.
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| 55676 |
deeplore
Claim
Self-hosted RAG-powered knowledge base that surfaces context from structured no…
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| 55677 |
mcp-github-pm
Claim
Enables GitHub project management from Claude, supporting issue creation, miles…
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| 55678 |
GoldenGate MCP Server
Claim
A production-grade MCP server that exposes real-time banking data replicated vi…
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| 55679 |
python-mcp-server
Claim
Enables deterministic static analysis of Python code, providing tools to inspec…
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| 55680 |
gency-lite
Claim
Generate Amazon-style A+ Content and AI product images from product photos.
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| 55681 |
auto-mcp-server
Claim
Local MCP server for AI agents that enables Jira issue management, Confluence W…
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| 55682 |
Monitors and analyzes GitHub repository health by detecting stale branches, old…
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| 55683 |
freezetext-mcp
Claim
MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freeze…
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| 55684 |
TheMCP-server
Claim
Enables interaction with SQLite databases, filesystem, AWS IAM, and Gmail throu…
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| 55685 |
Memory Bear
Claim
An MCP server that transforms markdown notes into a searchable knowledge base w…
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| 55686 |
MCP Mail Server
Claim
Automates email handling for a hardware store, enabling classification, respons…
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| 55687 |
Linked Layer MCP
Claim
An MCP server that provides a permission-aware context layer over team tools, e…
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| 55688 |
Omotenashi QR MCP Server
Claim
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
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| 55689 |
Enables a stateless, horizontally scaled MCP server using the 2026-07-28 specif…
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| 55690 |
Telegram Agent for Codex
Claim
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
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| 55691 |
Approval Gate
Claim
Provides a human approval gate for AI agents, enabling interactive inline cards…
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| 55692 |
docjet-mcp
Claim
Render branded PDF documents (invoices, reports, certificates) and PNG social i…
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| 55693 |
artl-mcp
Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
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| 55694 |
MCP Calculation Server
Claim
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
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| 55695 |
glasz-mcp
Claim
Fetches glasz-style spec files (product.md, tech.md, test-plan.md, and INDEX.md…
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| 55696 |
Cursor Talk to Figma MCP
Claim
Enables Cursor AI to read and modify Figma designs programmatically via the Mod…
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| 55697 |
Joplin MCP Server
Claim
Enables AI assistants to interact with Joplin notes through full-text search, r…
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| 55698 |
pdfspark-api
Claim
Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
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| 55699 |
Qdrant RAG MCP Server
Claim
Provides RAG search and ask capabilities over markdown and text files using Qdr…
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| 55700 |
gmailmcp
Claim
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