MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40801 |
mcp-git
Claim
Provides comprehensive Git operations as tools for AI assistants and applicatio…
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| 40802 |
finnhub-mcp-server
Claim
Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and…
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| 40803 |
Build a company list from live hiring data or from US SEC filings mentioning a …
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| 40804 |
Tidesman
Claim
A free native MCP server for running and debugging Linux containers with Apple'…
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| 40805 |
provenonce
Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
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| 40806 |
rag-retrieval-mcp
Claim
Enables retrieval-augmented generation by embedding queries with a chosen provi…
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| 40807 |
mcp2term
Claim
Exposes an interactive terminal over MCP, enabling remote shell command executi…
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| 40808 |
http-client-mcp
Claim
An MCP server that provides HTTP client capabilities with support for full HTTP…
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| 40809 |
Scan websites for security vulnerabilities, headers, TLS, and email security.
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| 40810 |
Crosby, TX Weather
Claim
Crosby, TX weather, air quality, tropics, floods, fishing, pollen, roads, radar…
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| 40811 |
MCP Chat
Claim
Enables interactive chat with AI models through the Anthropic API, supporting d…
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| 40812 |
Ads Analytics MCP
Claim
Provides read access to campaign performance data from Google Ads, Meta Ads, an…
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| 40813 |
search-mcp
Claim
Provides an MCP server with a search tool for agents, backed by Cloudflare AI S…
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| 40814 |
chorus field
Claim
Agents need a public place to register, post, and coordinate without a human cr…
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| 40815 |
cchub
Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
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| 40816 |
24klabs-mcp
Claim
AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP…
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| 40817 |
WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, …
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| 40818 |
Read-only MCP tools for public works, builders, ratings, timelines and nearby s…
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| 40819 |
AI-powered pipeline that analyzes user stories and PRDs for gaps, ambiguities, …
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| 40820 |
Mousetail
Claim
The simplest and most stable MCP server for Anki, enabling LLMs to perform core…
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| 40821 |
jinaju
Claim
A drop-in MCP server compatible with Jina AI, using a stealth Chromium browser …
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| 40822 |
Steadwing MCP
Claim
Your autonomous 24/7 on-call engineer!
Get a detailed RCA along with the solut…
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| 40823 |
agentguard
Claim
Enables scanning of AI agent code for security vulnerabilities such as prompt i…
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| 40824 |
Movilidad Con Prompts
Claim
Provides real-time and scheduled bus information for Montevideo's public transp…
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| 40825 |
Miami Friend
Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
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| 40826 |
execkit
Claim
Stateful, structured, auditable shell sessions for AI agents over local, SSH, a…
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| 40827 |
mcp-arcgis-norman
Claim
Provides access to City of Norman, Oklahoma open geospatial data through ArcGIS…
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| 40828 |
Safie API MCP Server
Claim
Enables to retrieve device information, images, media, location, thumbnails, an…
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| 40829 |
agent2agent
Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
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| 40830 |
APICK Web
Claim
Domain/IP intelligence, web page capture and search APIs
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| 40831 |
Japanese Anki MCP Server
Claim
MCP server for Japanese language learning with Anki, enabling vocabulary card c…
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| 40832 |
Wireshark-MCP
Claim
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
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| 40833 |
openaso
Claim
App Store Optimization for AI agents: keyword ranks, suggestions, popularity, c…
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| 40834 |
kagami
Claim
Deterministic prompt-injection detector; signed, offline-verifiable verdicts. N…
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| 40835 |
sdm-mcp
Claim
MCP server to remotely control Siglent SDM3000 series digital multimeters via T…
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| 40836 |
accessibility-mcp-server
Claim
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
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| 40837 |
GitLab API MCP Server
Claim
Enables AI assistants to interact with the GitLab API, providing over 1000 tool…
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| 40838 |
Mapbox MCP Server
Claim
Provides Mapbox geocoding, routing, isochrones, map matching, and static map im…
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| 40839 |
pdf-search-mcp
Claim
MCP server for full-text search across PDF document collections with offline in…
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| 40840 |
apple-reminders-mcp
Claim
Enables Claude to read and search Apple Reminders tasks on macOS, including lis…
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| 40841 |
Provides an MCP server with a fetch_url tool for making HTTP requests alongside…
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| 40842 |
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
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| 40843 |
gemini-cli-bridge
Claim
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
|
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| 40844 |
Enables interaction with Twilio API services including messaging, voice, and St…
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| 40845 |
context-vault
Claim
Governed memory for AI agents (Paramind AI): conflict-checked writes, time-trav…
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| 40846 |
Enables AI assistants to interact with Ed Discussions (EdStem) course discussio…
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| 40847 |
subnet-calculator-mcp
Claim
Enables IPv4 subnet planning and validation, including CIDR prefix calculation,…
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| 40848 |
VTrack MCP Server
Claim
MCP server that exposes the V-Track project management API as tools for AI assi…
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| 40849 |
WebControl
Claim
Headless browser automation for LLM agents via REST API or MCP tools. Enables n…
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| 40850 |
Apple Calendar MCP
Claim
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
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