MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47001 |
hevymcp2
Claim
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| 47002 |
mcp
Claim
Search and read the public Applivery docs (MDM & app distribution). Read-only, …
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| 47003 |
OpenStack-MCP
Claim
A Model Context Protocol server that provides 123 tools across 7 OpenStack doma…
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| 47004 |
Enables interaction with employee management systems through a standardized MCP…
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| 47005 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 47006 |
A read-only MCP server that connects to HubSpot to audit CRM data, diagnose Rev…
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| 47007 |
Axiom Agentic Tools
Claim
x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT p…
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| 47008 |
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual co…
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| 47009 |
security-tools
Claim
Provides security tools (prompt injection detection, CVE lookup, version impact…
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| 47010 |
mcp-gmail
Claim
An MCP server that provides Gmail access for LLMs, enabling email composition, …
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| 47011 |
memex
Claim
Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agen…
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| 47012 |
Lad MCP Server
Claim
A project-aware AI design and code review server that uses dual reviewers via O…
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| 47013 |
kd-mcp
Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
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| 47014 |
Super Fireberry MCP
Claim
A production-grade MCP server for Fireberry CRM that enables LLMs to query, cre…
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| 47015 |
Memory Kernel
Claim
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
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| 47016 |
PostgreSQL MCP Server
Claim
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
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| 47017 |
nwc-mcp
Claim
MCP server exposing a Lightning wallet to LLM agents over Nostr Wallet Connect …
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| 47018 |
j-quants-doc-mcp
Claim
Enables searching J-Quants API endpoints, retrieving detailed documentation, ge…
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| 47019 |
FastAPI-MCP
Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
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| 47020 |
Relax Memory MCP
Claim
Persistent, structured memory server for AI agents using the Model Context Prot…
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| 47021 |
MCP JustWatch Server
Claim
Enables searching for movies and TV shows and retrieving streaming availability…
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| 47022 |
USDCx Bridge
Claim
A conversational MCP server that enables bridging USDC between Ethereum and Sta…
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| 47023 |
prime-intellect-mcp
Claim
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
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| 47024 |
mcp-doc-search
Claim
Enables searching and retrieving documents from a local folder to ground LLM an…
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| 47025 |
citadel-mcp
Claim
MCP server bundling per-stack documentation tools for coding agents.
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| 47026 |
riv-mcp
Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
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| 47027 |
FavCRM
Claim
Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…
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| 47028 |
Food Logger MCP
Claim
Food logging, nutrition summaries, and meal photo calorie and macro estimates.
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| 47029 |
Vision MCP for Reasonix
Claim
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
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| 47030 |
mcp-server
Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 47031 |
futurevuls-mcp
Claim
MCP server for FutureVuls vulnerability management service, enabling AI assista…
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| 47032 |
mdurl
Claim
Converts URL content to Markdown, providing two tools: one for extracting main …
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| 47033 |
Hayba
Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
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| 47034 |
mixamo-mcp
Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
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| 47035 |
MCPico
Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
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| 47036 |
listingflow-mcp
Claim
50 AI prompts for real estate listing agents — CMA, MLS, buyer presentations
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| 47037 |
vps-mcp
Claim
Enables AI assistants to manage VPS servers, domains, DNS records, and SSH keys…
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| 47038 |
WebPeel
Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
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| 47039 |
Enables reading, writing, and removing metadata from over 150 file formats usin…
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| 47040 |
jira-cloud-mcp
Claim
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| 47041 |
techno-leave-manager-mcp
Claim
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| 47042 |
swarm-mcp
Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
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| 47043 |
microsoft-office-mcp
Claim
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
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| 47044 |
Scannd
Claim
Trigger security scans and read reports/vulnerabilities via the hosted Scannd A…
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| 47045 |
MCP Debugger
Claim
Provides debugging capabilities for Python, C, C++, Rust, Swift, and more throu…
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| 47046 |
Math MCP Server
Claim
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
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| 47047 |
canada-aida-ai-mcp
Claim
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
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| 47048 |
MCP Character Counter
Claim
Provides detailed character analysis for text, counting total characters, chara…
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| 47049 |
chaoslimba-mcp-server
Claim
MCP server for ChaosLimba — provides read-only access to the Romanian language …
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| 47050 |
convertfilefast
Claim
Convert files, run PDF/image tools, create billing links, and report feedback.
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