MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28451 |
Mailgent MCP Server
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Provides identity infrastructure for AI agents to manage email communications, …
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| 28452 |
Zabbix MCP Server
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Exposes the complete Zabbix API to MCP-compatible AI assistants, enabling natur…
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| 28453 |
Remote MCP AuthKit
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Enables remote MCP client connections with WorkOS AuthKit authentication and or…
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| 28454 |
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
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| 28455 |
Crypto API Fixer
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Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2…
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| 28456 |
citrix-mcp-server
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Citrix licensing and migration tools for AI assistants. 5 tools: check LAS migr…
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| 28457 |
studiomeyer-geo
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AI visibility monitoring. 23 tools for 8 LLM platforms. 19 tools free without A…
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| 28458 |
studiomeyer-memory
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AI memory server with 53 tools. Knowledge Graph, semantic search, session track…
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| 28459 |
,
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Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
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| 28460 |
FreelanceOS
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AI-powered freelance business manager for Claude Code. Proposals, invoices, tim…
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| 28461 |
Enables web content extraction and Google Search through Google AI Studio's URL…
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| 28462 |
Garmin Multi-Account MCP
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Enables interaction with multiple pre-configured Garmin accounts to query healt…
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| 28463 |
lucy-apro
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| 28464 |
deadends.dev
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Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
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| 28465 |
mcp-server
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Elixium AI — Agile project management for AI-native development teams.
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| 28466 |
MCP Apps POC
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A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
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| 28467 |
Food MCP Server
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Provides comprehensive food hierarchy and nutrition data through structured too…
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| 28468 |
Proton MCP Server
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Enables full Proton Mail management through the Model Context Protocol by conne…
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| 28469 |
Smithery Scaffold
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Provide a scaffolded environment to develop and run MCP servers with ease. Enab…
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| 28470 |
An intelligent agent that responds to financial queries about TreePod Glamping …
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| 28471 |
mcp-qiskit
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MCP server exposing Qiskit 2.3.1 quantum computing functionality
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| 28472 |
Provides AI agents with real-time web capabilities including live search result…
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| 28473 |
MCP Access OAuth Server
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A Cloudflare Workers-based MCP server that enables secure remote connections us…
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| 28474 |
MCP Prometheus
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An MCP server for Prometheus-based monitoring that enables users to query syste…
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| 28475 |
DOI Citation Verifier
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A Model Context Protocol (MCP) server that prevents citation hallucination by v…
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| 28476 |
top-gun-audit
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Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
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| 28477 |
agentaeo-mcp-server
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AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, a…
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| 28478 |
Enables governance and orchestration of VaultMesh deployments through subsystem…
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| 28479 |
code-health-suite
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16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
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| 28480 |
OpenAI Image Generator
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Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 28481 |
eSIM.dog MCP Server
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Provision global eSIM data plans and real mobile phone numbers for AI agents. 2…
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| 28482 |
strategy-skills
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11 open strategy frameworks as AI-guided prompts for any MCP client.
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| 28483 |
Generate UML class diagrams from C++ source code by analyzing class structures,…
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| 28484 |
caliper
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Caliper is an MCP server that accepts 3D geometry files and returns structured …
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| 28485 |
pythia-oracle
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Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.
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| 28486 |
402index
Claim
Search 15,000+ paid API endpoints across the L402, x402, and MPP protocols on 4…
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| 28487 |
Enables developers to build Base mini apps from start to finish with 10 special…
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| 28488 |
google-play-mcp
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| 28489 |
FitSlot MCP Server
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Integrates with FitSlot API to manage support tickets, provide chatbot assistan…
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| 28490 |
erpdevdb
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| 28491 |
mpesa-mcp
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M-Pesa + Africa's Talking MCP server — payments, SMS, airtime for AI agents in …
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| 28492 |
animalhouse
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A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolut…
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| 28493 |
kontur-focus-mcp
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MCP server for Kontur.Focus API — company search, brief reports, financial anal…
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| 28494 |
The shared AI context engine for git — save, search, and share the reasoning be…
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| 28495 |
Search and install AI skills, prompts, MCP configs, and workflows from TokRepo.
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| 28496 |
Secure integration between AI tools and Egnyte content with search, analysis, a…
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| 28497 |
elma365-mcp
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MCP server for ELMA365 API — app items, BPM tasks. 3 tools.
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| 28498 |
testyb
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| 28499 |
Bible Study
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Study the Bible in its original languages, trace themes across both testaments,…
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| 28500 |
Todoist MCP Server
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Enables full management of Todoist accounts, including projects, tasks, section…
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