MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29651 |
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
|
F 26 3⁄5 | ||||||||
| 29652 |
Turn any AI chat or agent run into a beautiful, shareable public page.
|
F 26 3⁄5 | ||||||||
| 29653 |
RUM platform for web performance analytics, Core Web Vitals, and third-party sc…
|
F 26 3⁄5 | ||||||||
| 29654 |
Persistent AI agents that run 24/7 in your Slack, Telegram, SMS, or email.
|
F 26 3⁄5 | ||||||||
| 29655 |
Centralized note store across AI clients: Claude, ChatGPT, Cursor, Codex, Winds…
|
F 26 3⁄5 | ||||||||
| 29656 |
Blockchain data across 100+ chains: token prices, NFTs, transfers, simulation, …
|
F 26 3⁄5 | ||||||||
| 29657 |
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbo…
|
F 25 4⁄5 | ||||||||
| 29658 |
Tender MCP
Claim
Government tender search for AI agents. UK, EU and US procurement opportunities.
|
F 23 3⁄5 | ||||||||
| 29659 |
Machins Marketplace
Claim
Agent-to-agent marketplace with escrow-protected trades via MCP tools.
|
F 23 3⁄5 | ||||||||
| 29660 |
mcp-server
Claim
Yoku is a platform that provides structured, real-time brand identity and compa…
|
F 23 3⁄5 | ||||||||
| 29661 |
Haptic Paper
Claim
Connect your AI to human workers. Get paid to help AI.
|
F 23 3⁄5 | ||||||||
| 29662 |
synter-ads
Claim
Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via…
|
F 23 3⁄5 | ||||||||
| 29663 |
ozor
Claim
Generate AI videos from a prompt or document (PDF/PPTX/DOCX/URL) and export sha…
|
F 23 3⁄5 | ||||||||
| 29664 |
Fodda Knowledge Graphs
Claim
Expert-curated knowledge, brand, research & earnings intelligence — 31 tools, 2…
|
F 23 3⁄5 | ||||||||
| 29665 |
DevSpeak
Claim
Official DevSpeak MCP server — translate technical text into formal specs from …
|
F 23 3⁄5 | ||||||||
| 29666 |
Sugra API
Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
|
F 23 3⁄5 | ||||||||
| 29667 |
suma-memory
Claim
Persistent memory for Claude Code and Cursor. Stop re-explaining your project e…
|
F 23 3⁄5 | ||||||||
| 29668 |
server
Claim
Manage videos, playlists, analytics, and monetization for OTT streaming service…
|
F 23 3⁄5 | ||||||||
| 29669 |
Memory for AI coding agents. Call graphs + refactor safety + persistent code co…
|
F 23 3⁄5 | ||||||||
| 29670 |
MCP server for FormBro Canadian immigration application automation.
|
F 23 3⁄5 | ||||||||
| 29671 |
Real-time web search, reasoning, and research through Perplexity's API
|
F 22 3⁄5 | ||||||||
| 29672 |
Structured knowledge base for AI agent solutions. Search, explore, and retrieve…
|
F 22 3⁄5 | ||||||||
| 29673 |
Scheduled HTTP requests and shell commands with retries, timeouts, and webhook …
|
F 22 3⁄5 | ||||||||
| 29674 |
Enables AI agents to access Bright Security tools for app discovery and securit…
|
F 22 3⁄5 | ||||||||
| 29675 |
Extension bundler packaging plugins for AI agent ecosystems.
|
F 22 3⁄5 | ||||||||
| 29676 |
Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/
|
F 22 3⁄5 | ||||||||
| 29677 |
EVM gas optimizer refactoring Solidity code into efficient Yul assembler.
|
F 22 3⁄5 | ||||||||
| 29678 |
AI development agent using Kendo UI to rapidly create and style quality web UIs…
|
F 22 3⁄5 | ||||||||
| 29679 |
Encrypted env variables manager with zero-leak capabilities.
|
F 22 3⁄5 | ||||||||
| 29680 |
Book London airport & cruise port transfers to any UK address. Fixed prices, fr…
|
F 22 3⁄5 | ||||||||
| 29681 |
Get real-time NYC bus arrivals, live vehicle locations, and service alerts. Pla…
|
F 22 3⁄5 | ||||||||
| 29682 |
Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub b…
|
F 22 3⁄5 | ||||||||
| 29683 |
Clean, repair, and convert AI-generated Markdown to HTML/PDF/DOCX/PNG; save and…
|
F 22 3⁄5 | ||||||||
| 29684 |
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
|
F 22 3⁄5 | ||||||||
| 29685 |
Commerce intelligence for AI agents. Diagnose drop-offs, fix checkouts, optimiz…
|
F 22 3⁄5 | ||||||||
| 29686 |
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. …
|
F 22 3⁄5 | ||||||||
| 29687 |
Find substance abuse and mental health treatment facilities
|
F 22 3⁄5 | ||||||||
| 29688 |
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
|
F 22 3⁄5 | ||||||||
| 29689 |
Transform numbers by doubling them and adding 5. Get instant results with a cle…
|
F 22 3⁄5 | ||||||||
| 29690 |
Reference data API for classification systems, real-time world data, and unit c…
|
F 22 3⁄5 | ||||||||
| 29691 |
Alpic Test MCP Server - great server!
|
F 22 3⁄5 | ||||||||
| 29692 |
Bounty-feed search 386 rows across 9 sources (Bountycaster/Dework/Sherlock/Algo…
|
F 22 3⁄5 | ||||||||
| 29693 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 29694 |
MCP server for browsing and searching items on 1stDibs marketplace.
|
F 22 3⁄5 | ||||||||
| 29695 |
Create friendly, personalized greetings in seconds. Toggle Pirate Mode to speak…
|
F 22 3⁄5 | ||||||||
| 29696 |
Multi-channel social sentiment aggregation oracle.
|
F 22 3⁄5 | ||||||||
| 29697 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
|
F 22 3⁄5 | ||||||||
| 29698 |
Real estate data for AI agents: US parcel boundaries (tiles), owners, sale hist…
|
F 22 3⁄5 | ||||||||
| 29699 |
Draft cited RFP and security questionnaire answers from your knowledge base, wi…
|
F 22 3⁄5 | ||||||||
| 29700 |
NaN - DO not use, test.
|
F 22 3⁄5 | ||||||||