MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57601 |
YouTube MCP Server
Claim
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
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| 57602 |
memory-arbiter-mcp
Claim
A lightweight, fully local MCP server that provides AI coding tools with a shar…
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| 57603 |
PopUp Organizer
Claim
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
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| 57604 |
fsq-codebase
Claim
Enables fast semantic code search using FSQ embeddings, with zero-config indexi…
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| 57605 |
DMTicket MCP Server
Claim
Provides AI agents live access to a DMTicket workspace for managing contacts, c…
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| 57606 |
Book Boulder County dryer vent cleaning via MCP ($129/$169). Confirm in 1 busin…
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| 57607 |
Korean stocks: median price path after each DART filing type, T+1 closes, earni…
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| 57608 |
mcp-server
Claim
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…
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| 57609 |
SpecForged
Claim
Create and evolve clear software specifications from requirements and design to…
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| 57610 |
MCP server providing AI assistants the ability to interact with NetScaler envir…
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| 57611 |
Enables intelligent discovery and management of Claude Skills through semantic …
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| 57612 |
Wauldo
Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
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| 57613 |
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
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| 57614 |
A demo MCP server for training purposes, providing mocked tools for exchange ra…
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| 57615 |
census-mcp-server
Claim
Query U.S. Census Bureau data, variables, and geography via MCP.
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| 57616 |
agentberg
Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
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| 57617 |
embedded-docs
Claim
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
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| 57618 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 57619 |
Scrapegraphai_MCP
Claim
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
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| 57620 |
Brandcode MCP
Claim
Make your brand machine-readable. Extract identity from any website into tokens…
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| 57621 |
MCP server for AI agents to dispatch real-world tasks to verified human operato…
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| 57622 |
Symath-MCP
Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
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| 57623 |
graphql-mcp-server
Claim
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
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| 57624 |
Instrument MCP Server
Claim
Enables natural language control of test instruments like spectrum analyzers an…
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| 57625 |
Servonaut
Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
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| 57626 |
Ready APIs
Claim
135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
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| 57627 |
mcp-blender-server
Claim
A Python-based MCP server for integrating Blender and 3D modeling capabilities …
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| 57628 |
mcp-ai-detection
Claim
Enables multi-tier AI-detection screening on academic papers by extracting text…
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| 57629 |
Telegram channels you administer: analytics, content plans, scheduled publishin…
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| 57630 |
weather-mcp
Claim
Provides US weather alerts and forecasts via the National Weather Service API.
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| 57631 |
projscan
Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
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| 57632 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
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| 57633 |
Automate cloud Chrome—navigate, click, type, screenshot, run code, record scree…
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| 57634 |
mcp-hello
Claim
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| 57635 |
haus
Claim
OneHaus household tools: tasks, calendar, contacts, pets, vehicles, documents a…
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| 57636 |
captapi
Claim
Social media data: 85 tools across 11 platforms (YouTube, TikTok, Instagram, X …
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| 57637 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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| 57638 |
MCP server for the Envato Market API that provides AI agents with purchase veri…
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| 57639 |
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
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| 57640 |
agentic-ops
Claim
Orchestration & technical-consulting MCP for end-to-end Salesforce, ServiceNow …
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| 57641 |
Finds and verifies work emails on your own provider keys, with real per-provide…
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| 57642 |
Exa AI Search Server
Claim
Enable AI assistants to perform real-time web searches, academic paper searches…
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| 57643 |
Thousand API
Claim
Certainty for AI Agents. Deterministic MCP tools for dates, crypto, finance. 84…
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| 57644 |
Hevy MCP Pro
Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
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| 57645 |
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
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| 57646 |
CloudBase-AI-ToolKit
Claim
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
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| 57647 |
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
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| 57648 |
AI HomeDesign MCP
Claim
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
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| 57649 |
CSMAR MCP Server
Claim
Enables access to the CSMAR financial database via MCP, providing tools for que…
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| 57650 |
Curie Commerce
Claim
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
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