MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 2 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63701 |
Enables access to Apollo's tools and services through a standardized MCP interf…
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| 63702 |
porkbun-mcp-server
Claim
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
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| 63703 |
VisiblyAI MCP Server
Claim
Provides SEO tools for Claude Code, including free local tools and paid API-pow…
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| 63704 |
brave-mcp-langchain
Claim
Enables Brave Search and web content fetching via MCP, and integrates as LangCh…
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| 63705 |
OverlayQA MCP
Claim
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
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| 63706 |
assets-store-mcp
Claim
MCP server for managing personal assets (images, files) in Vercel Blob storage,…
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| 63707 |
Simple MCP Server
Claim
A Python-based MCP server demonstrating tools for math calculations, time retri…
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| 63708 |
A Codex MCP server that delegates exploration and implementation tasks to DeepS…
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| 63709 |
Gergy AI MCP
Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
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| 63710 |
covidence-mcp
Claim
Enables Claude to screen studies in Covidence by reading the live page and cast…
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| 63711 |
LFM2.5-local
Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
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| 63712 |
super-loop-mcp
Claim
A referee for self-improving AI agent loops that mines past sessions for effect…
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| 63713 |
jita-mcp
Claim
Remote MCP server for EVE Online that validates ship fittings with actual stats…
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| 63714 |
Provides a unified interface for security analysts to gather threat intelligenc…
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| 63715 |
gsc-mcp
Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
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| 63716 |
OpenTrading
Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
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| 63717 |
Rize.io MCP Server
Claim
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
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| 63718 |
Notebook MCP Server
Claim
Enables to create notebooks and notes with tags, and perform full-text search a…
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| 63719 |
Web Reader
Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
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| 63720 |
x402 Ads MCP
Claim
x402 Ads lets AI agents buy and verify ad placements with per-request USDC paym…
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| 63721 |
mcptools
Claim
An all-in-one MCP server for local LLMs that provides live web access, math, sh…
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| 63722 |
bricks-and-context
Claim
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
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| 63723 |
keel-core
Claim
Local-first personal cognitive engine that provides MCP tools for managing rela…
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| 63724 |
pixserp
Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
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| 63725 |
MyHealth Companion MCP
Claim
Enables users to understand lab test results, check food-drug interactions, and…
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| 63726 |
PyMCP Kit
Claim
A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP…
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| 63727 |
flux7-mesh
Claim
Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy …
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| 63728 |
blast-scope
Claim
Contextual blast-radius scoring for shell commands an AI agent is about to run
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| 63729 |
Supabase MCP HTTP Server
Claim
Provides 43 tools for complete Supabase control including database operations, …
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| 63730 |
NewsAPI MCP Server
Claim
Enables searching news, fetching top headlines, listing sources, and generating…
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| 63731 |
owui-bash-mcp
Claim
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
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| 63732 |
creatorforge
Claim
MCP server for AI content generation, enabling agents to learn a voice, generat…
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| 63733 |
Connects AI applications with Salesforce Commerce Cloud for product management,…
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| 63734 |
MCP NodeServer
Claim
A Node.js MCP server that gives Claude Code direct access to file operations, d…
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| 63735 |
Android MCP
Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
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| 63736 |
psd-mcp-server
Claim
Enables parsing of PSD files and extraction of layer information, design tokens…
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| 63737 |
Airlock
Claim
A redaction engine and MCP server that scrubs sensitive identifiers (AWS keys, …
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| 63738 |
Enables natural language shopping through Walmart's backend API, supporting pro…
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| 63739 |
Proton Bridge MCP
Claim
Enables sending correctly threaded email replies through Proton Mail Bridge usi…
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| 63740 |
mcpolyglot
Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
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| 63741 |
gmail-mcp
Claim
Enables AI assistants to read Gmail and create drafts securely with read-only a…
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| 63742 |
agent-runtime-mcp
Claim
Enables persistent task and goal management with AI-powered decomposition, cros…
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| 63743 |
mcp-enterprise-agent
Claim
An enterprise-grade MCP server that enables LLM agents to securely interact wit…
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| 63744 |
tartarus-mcp
Claim
A local-first MCP memory server providing persistent, searchable memory for AI …
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| 63745 |
generate-data-mcp
Claim
Thin HTTP wrapper for the Generate-Data.com API, enabling data generation, sche…
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| 63746 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 63747 |
m365-audit-mcp
Claim
Exposes Microsoft 365 privacy/compliance audit checks as MCP tools, enabling na…
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| 63748 |
fluent-mcp-server
Claim
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
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| 63749 |
CTX
Claim
CTX - Context Runtime Engine for Coding Agents
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| 63750 |
MadeOnSol
Claim
Real-time Solana trading intelligence: track 1,069 KOL wallets with <3s latency…
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