MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 2 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54501 |
A remote MCP server deployed on Cloudflare Workers that provides Cloudflare obs…
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| 54502 |
mmap-mcp-server
Claim
Enables AI assistants to read, search, and convert MindManager .mmap files with…
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| 54503 |
Wedges
Claim
A remote MCP server that guides agents through taste extraction exercises to pr…
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| 54504 |
Yahoo Finance MCP Server
Claim
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
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| 54505 |
RememberMe
Claim
Dual-mode tool providing long-term memory management for Claude Code and MCP cl…
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| 54506 |
remote-mcp-fastapi
Claim
Exposes news search and top headlines via GNews API, plus simulated email tools…
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| 54507 |
keyscope-mcp
Claim
AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents …
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| 54508 |
ae-meta-mcp
Claim
Lightweight MCP server for After Effects that enables Cursor Agent to execute E…
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| 54509 |
hae-mcp
Claim
MCP server for hae — a GTD-based task management app. Gives Claude full access …
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| 54510 |
AI List My Business
Claim
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
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| 54511 |
@vaibot/mcp-server
Claim
Governance circuit-breaker MCP server that enables AI agents to request risk-ba…
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| 54512 |
wafle MCP server
Claim
The first MCP server for the wafle commerce platform. It enables Claude, agents…
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| 54513 |
panelica-mcp
Claim
Enables natural language interaction with a Panelica hosting panel to manage do…
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| 54514 |
klaws
Claim
Scans source code for possible Korean compliance risks (PIPA, Network Act, Cred…
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| 54515 |
Deep SAST MCP Server
Claim
Provides deterministic, 100%-file-coverage security findings by running Semgrep…
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| 54516 |
jira-mcp-server
Claim
Exposes JIRA sprint data as MCP tools and prompts, with mock data and a pluggab…
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| 54517 |
freeqrcode-mcp-server
Claim
Enables AI assistants to generate QR codes for URLs, text, vCard, WiFi, email, …
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| 54518 |
Sales intelligence for DACH & EU SMEs — lead scoring, ICP fit, CRM enrichment &…
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| 54519 |
mcp-web-fetch
Claim
Enables token-efficient web reading and HTTP requests for MCP agents, with tool…
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| 54520 |
Playwright MCP Server
Claim
Enables browser automation through the MCP protocol, allowing AI agents to cont…
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| 54521 |
youtube-organic-mcp
Claim
Enables AI assistants to access YouTube organic analytics, including channel st…
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| 54522 |
NIH RePORTER MCP Server
Claim
Provides tools to search and retrieve data from NIH's RePORTER grant database, …
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| 54523 |
MCP Spring DB Tools
Claim
Enables database schema querying and execution plan analysis for Spring Boot pr…
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| 54524 |
GSC-MCP
Claim
Enables natural language analysis of Google Search Console data through Claude,…
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| 54525 |
ignition-mcp
Claim
MCP server for Inductive Automation Ignition, enabling AI assistants to browse …
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| 54526 |
youtube-transcript-mcp
Claim
Remote MCP server that enables Claude AI to extract transcripts from YouTube vi…
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| 54527 |
android-shizuku-mcp
Claim
Enables LLM agents to control Android devices securely via Shizuku and Termux:A…
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| 54528 |
VibeGit MCP Server
Claim
Logs and analyzes AI assistant conversations, including file operations and too…
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| 54529 |
focal-mcp
Claim
Centralizes AI behavior rules and applies them across tools like Codex, Claude …
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| 54530 |
metabase-server
Claim
Enables AI assistants to interact with Metabase by providing access to dashboar…
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| 54531 |
serverless-mcp-server
Claim
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
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| 54532 |
ai-mind-map
Claim
An MCP server that reduces AI coding agent token usage by 80-99% through a quer…
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| 54533 |
MCP Search Server
Claim
A unified Model Context Protocol server that integrates multiple search provide…
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| 54534 |
Agent QA
Claim
Evaluates MCP servers by running read-only checks and returning a graded report…
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| 54535 |
wezbridge
Claim
Zero-dependency MCP server to orchestrate a swarm of Claude Code / Codex sessio…
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| 54536 |
Chrome Bookmarks MCP
Claim
Manages Chrome's synced bookmarks through an MCP server and Chrome extension, e…
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| 54537 |
Enables AI assistants to interact with peer-to-peer networks (libp2p) and DeFi …
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| 54538 |
ReadyTrader-FOREX
Claim
Enables AI agents to perform forex trading operations through brokerages with r…
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| 54539 |
authn-authz-with-mcps
Claim
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
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| 54540 |
mail-mcp
Claim
Enables AI coding agents to search, read, and manage drafts across Gmail and Ou…
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| 54541 |
nanobanana-mcp
Claim
Nano Banana Pro AI image editor free online. Create, edit, and enhance images b…
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| 54542 |
Studio Bridge
Claim
Connects Claude directly to Roblox Studio for building UI, editing scripts, run…
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| 54543 |
MCP Ollama Server
Claim
Enables natural language database queries by combining Ollama's language models…
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| 54544 |
vincent-vnc-mcp
Claim
A self-hosted, VNC-backed MCP server that enables AI agents to control a dedica…
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| 54545 |
RHOAI MCP Server
Claim
An MCP server that enables AI agents to interact with Red Hat OpenShift AI envi…
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| 54546 |
Enables MCP clients to run multi-model deliberation (Fusion) via background job…
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| 54547 |
CropProphEU
Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
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| 54548 |
TradingView MCP Bridge
Claim
Connects AI assistants to locally running TradingView Desktop via Chrome DevToo…
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| 54549 |
figma-mcp
Claim
Enhanced Figma MCP Server that exposes prototype flow data — screen lists, prot…
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| 54550 |
Enables retrieval of Anthropic billing and cost report data, with time-based fi…
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