MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36201 |
news-sentiment-mcp
Claim
Provides news sentiment scores, media volume trends, and historical coverage da…
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| 36202 |
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
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| 36203 |
Playwright MCP
Claim
Provides browser automation capabilities using Playwright, allowing LLMs to int…
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| 36204 |
stm32-mcp-docs
Claim
MCP server that provides semantic search and documentation for STM32 microcontr…
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| 36205 |
growwmcp
Claim
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| 36206 |
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, sta…
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| 36207 |
A production-ready MCP server that turns any MCP-compatible AI assistant into a…
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| 36208 |
An MCP server for securely executing Python code, supporting STDIO, Streamable …
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| 36209 |
Enables querying British cybersecurity data, including regulations, decisions, …
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| 36210 | — | |||||||||
| 36211 |
GSC MCP Server
Claim
A TypeScript Model Context Protocol server that provides 21 tools for interacti…
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| 36212 |
nobrainr
Claim
Self-hosted memory service that gives AI agents persistent, searchable memory a…
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| 36213 |
Enables AI assistants to query real-time system metrics like CPU, RAM, disk, an…
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| 36214 |
myfitnesspal
Claim
Retrieves MyFitnessPal nutrition data including daily summaries, meal breakdown…
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| 36215 |
netease-mcp
Claim
MCP server that enables AI assistants to search and retrieve music data (songs,…
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| 36216 |
base-escrow-mcp
Claim
MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or …
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| 36217 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 36218 |
Enables interaction with employee management systems through a standardized MCP…
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| 36219 |
OpenStack-MCP
Claim
A Model Context Protocol server that provides 123 tools across 7 OpenStack doma…
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| 36220 |
A read-only MCP server that connects to HubSpot to audit CRM data, diagnose Rev…
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| 36221 |
Claude Works
Claim
An MCP server that exposes a perpetual, honest job-application pipeline as type…
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| 36222 |
hevymcp2
Claim
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| 36223 |
Axiom Agentic Tools
Claim
x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT p…
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| 36224 |
Lad MCP Server
Claim
A project-aware AI design and code review server that uses dual reviewers via O…
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| 36225 |
mcp-gmail
Claim
An MCP server that provides Gmail access for LLMs, enabling email composition, …
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| 36226 |
kd-mcp
Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
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| 36227 |
Super Fireberry MCP
Claim
A production-grade MCP server for Fireberry CRM that enables LLMs to query, cre…
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| 36228 |
security-tools
Claim
Provides security tools (prompt injection detection, CVE lookup, version impact…
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| 36229 |
Memory Kernel
Claim
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
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| 36230 |
PostgreSQL MCP Server
Claim
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
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| 36231 |
nwc-mcp
Claim
MCP server exposing a Lightning wallet to LLM agents over Nostr Wallet Connect …
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| 36232 |
Relax Memory MCP
Claim
Persistent, structured memory server for AI agents using the Model Context Prot…
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| 36233 |
FastAPI-MCP
Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
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| 36234 |
USDCx Bridge
Claim
A conversational MCP server that enables bridging USDC between Ethereum and Sta…
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| 36235 |
prime-intellect-mcp
Claim
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
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| 36236 |
MCP JustWatch Server
Claim
Enables searching for movies and TV shows and retrieving streaming availability…
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| 36237 |
mcp-doc-search
Claim
Enables searching and retrieving documents from a local folder to ground LLM an…
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| 36238 |
FavCRM
Claim
Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…
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| 36239 |
riv-mcp
Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
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| 36240 |
mdurl
Claim
Converts URL content to Markdown, providing two tools: one for extracting main …
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| 36241 |
futurevuls-mcp
Claim
MCP server for FutureVuls vulnerability management service, enabling AI assista…
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| 36242 |
Hayba
Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
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| 36243 |
mixamo-mcp
Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
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| 36244 |
mcp-server
Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 36245 |
MCPico
Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
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| 36246 |
vps-mcp
Claim
Enables AI assistants to manage VPS servers, domains, DNS records, and SSH keys…
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| 36247 |
Enables reading, writing, and removing metadata from over 150 file formats usin…
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| 36248 |
techno-leave-manager-mcp
Claim
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| 36249 |
swarm-mcp
Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
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| 36250 |
Math MCP Server
Claim
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
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