MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 3 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41251 |
Leptin
Claim
Token-budgeted MCP memory for AI coding agents, with dedup, merge, decay, and a…
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| 41252 |
Meshy AI MCP Server
Claim
Wraps the Meshy AI API to enable generative 3D tools via Model Context Protocol…
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| 41253 |
Hands
Claim
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and scre…
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| 41254 |
Wallbit MCP
Claim
Enables AI assistants to interact with Wallbit's API for financial operations l…
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| 41255 |
mcp-argentina
Claim
MCP server for querying real-time Argentine economic data, including dollar exc…
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| 41256 |
mcp-serial-hid-kvm
Claim
Gives AI agents full keyboard, mouse, and screen access to a physical PC via a …
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| 41257 |
Deep Research MCP
Claim
A Model Context Protocol compliant server that facilitates comprehensive web re…
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| 41258 |
memoryd
Claim
User-owned AI memory layer exposing persistent memory, task graph, and semantic…
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| 41259 |
razorpay-recon-mcp
Claim
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
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| 41260 |
angular-i18n-mcp
Claim
Manages Angular internationalization (i18n) by extracting, listing, and updatin…
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| 41261 |
Real-time X/Twitter social intelligence for AI agents and developers, powered b…
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| 41262 |
Cloudways MCP Server
Claim
A simple MCP server that provides read-only access to Cloudways hosting resourc…
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| 41263 |
mcp-sec-xbrl
Claim
Wraps the SEC EDGAR XBRL API to query financial data from SEC filings via natur…
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| 41264 |
MetaVision AI Studio
Claim
Generate 3D models from text or image. Browse 10K+ free 3D models. AI creative …
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| 41265 |
mcp-browser-use
Claim
Enables browser automation through MCP clients like Claude or Cursor, using the…
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| 41266 |
SEO Insights MCP Server
Claim
Connects AI assistants to SEO APIs for backlinks analysis, keyword research, an…
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| 41267 |
spotify-mcp-server
Claim
Enables natural language control of Spotify, including search, playback, and de…
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| 41268 |
mcp-shodan-internetdb
Claim
Enables querying Shodan InternetDB for IP address intelligence, such as open po…
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| 41269 |
neon
Claim
Provides a standardized interface for interacting with Neon's tools and service…
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| 41270 |
MCP Security Emulator
Claim
Simulates security attacks by providing LLM attack test payloads to validate Mo…
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| 41271 |
eip7702-rescue
Claim
Forensic MCP + hardened delegate for recovering assets from EIP-7702-compromise…
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| 41272 |
DevContext
Claim
Workspace-aware MCP server that provides AI clients with structural code unders…
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| 41273 |
password_generator20
Claim
Generates passwords with customizable length, special characters, numbers, and …
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| 41274 |
Petsonality
Claim
An MBTI-powered terminal pet companion for Claude Code and OpenClaw.
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| 41275 |
whoop-chatgpt-app
Claim
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
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| 41276 |
Implements the Tree of Thoughts framework for structured reasoning and decision…
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| 41277 |
Enables management of TuxCare ePortal resources such as servers, feeds, registr…
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| 41278 |
claude-annotate
Claim
Enables visual annotation on web pages for Claude Code, allowing element select…
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| 41279 |
Arachne MCP Server
Claim
MCP server providing tools for web scraping, browser automation, computer visio…
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| 41280 |
@ledgerproof/mcp-server
Claim
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
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| 41281 |
mcp-server-251215_2
Claim
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| 41282 |
Meta Ads MCP Server
Claim
An MCP server for programmatic management of Meta (Facebook/Instagram) advertis…
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| 41283 |
Bifrost-MCP Gateway
Claim
Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading …
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| 41284 |
Catholic MCP Server
Claim
Provides Catholic content including daily gospel readings, prayers, and liturgi…
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| 41285 |
document-converter-mcp
Claim
Converts documents between Markdown, PDF, DOCX, and HTML locally with AI-friend…
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| 41286 |
Basis MCP Server
Claim
Provides 205 tools for the Basis protocol on BNB Smart Chain, enabling trading,…
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| 41287 |
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| 41288 |
mcp-qr
Claim
Generates QR code PNG images from text or URLs with customizable options like s…
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| 41289 |
codex-fusion-mcp
Claim
MCP server enabling Claude to consult Codex (GPT-5.x) mid-task for second opini…
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| 41290 |
instagram-mcp
Claim
Enables reading, publishing, commenting, direct messaging, and pulling insights…
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| 41291 |
discord-mcp-server
Claim
Lets any MCP-compatible AI client interact with Discord — send messages, manage…
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| 41292 |
datadog-mcp
Claim
Enables AI assistants to search logs, query metrics, manage dashboards, analyze…
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| 41293 |
Xeams MCP Server
Claim
Enables email address validation and outbound email status checking for the Xea…
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| 41294 |
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| 41295 |
bilibili-mcp
Claim
A Model Context Protocol server that provides tools for parsing and retrieving …
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| 41296 |
android-mcp-server
Claim
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
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| 41297 |
nango-mcp-server
Claim
MCP server for managing Nango environments, integrations, connections, and prox…
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| 41298 |
reins MCP Server
Claim
Provides tools for AI coding agents to read and write shared team context, incl…
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| 41299 |
sourcey
Claim
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static…
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| 41300 |
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
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