MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 3 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64401 |
Linear
Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
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| 64402 |
erabi
Claim
Check paid x402 APIs before your agent spends: signed uptime/price attestations…
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| 64403 |
dns-security-mcp
Claim
Comprehensive DNS security toolkit for AI agents: 103 tools across 13 categorie…
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| 64404 |
Google Cloud MCP Server
Claim
Provides tools and context for interacting with Google Cloud services, enabling…
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| 64405 |
MCP Tools Hub
Claim
MCP server with a web interface for viewing and calling tools via REST API, ena…
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| 64406 |
Magnificent Jobs
Claim
Semantic search over 3.5M+ live US job postings pulled straight from company AT…
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| 64407 |
AI Design Blueprint
Claim
Public agentic AI doctrine tools plus authenticated architecture, design, and s…
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| 64408 |
outlook_mcp
Claim
Connects Claude to Microsoft 365 Outlook and Google Gmail APIs for email search…
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| 64409 |
Arra Oracle
Claim
MCP server for semantic search over Oracle philosophy using hybrid search (FTS5…
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| 64410 |
ai-model-router
Claim
Cloudflare Workers MCP server: ai-model-router
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| 64411 |
FrameThrower
Claim
Film stills from 5,489 films, searchable by lighting, lens character, shot size…
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| 64412 |
Colab MCP
Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
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| 64413 |
FreeModel MCP
Claim
Routes tasks to the optimal AI model based on task type and benchmark scores ac…
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| 64414 |
peage-mcp
Claim
Give your agent a prepaid fiat wallet: pay any API per call in cents, no crypto…
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| 64415 |
server
Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
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| 64416 |
Socialync
Claim
Draft, schedule, and publish posts to 8 social platforms with human approval vi…
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| 64417 |
ui-mcp
Claim
Gives MCP clients access to a registry of elite UI patterns, components, and mo…
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| 64418 |
claude-real-video
Claim
Let any LLM actually watch a video: scene-aware keyframes plus a timestamped tr…
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| 64419 |
A Model Context Protocol server that enables AI agents to interact with Backlog…
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| 64420 |
An MCP server implementation that integrates with SiYuan Note system, enabling …
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| 64421 |
mcp
Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
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| 64422 |
DERO MCP Server
Claim
Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + …
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| 64423 |
mcp
Claim
Turns any agent into a full agentic application — branded, interactive screens …
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| 64424 |
filialsucher-mcp
Claim
An MCP server for searching Sparkasse bank branches and ATMs by location, with …
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| 64425 |
atlaso
Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
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| 64426 |
mcp-tts-server
Claim
Enables text-to-speech generation using the Groq API, supporting multiple audio…
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| 64427 |
Kythene
Claim
Your AI's work, reviewed by your team, remembered - shared artifacts with revie…
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| 64428 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects by listing merge request…
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| 64429 |
@hubnote-mcp/server
Claim
MCP server for hubNote, enabling AI assistants to manage workspaces, pages, and…
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| 64430 |
Changeflow MCP Server
Claim
Monitor any website and get AI-enriched change intelligence via MCP. Manage sou…
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| 64431 |
write-like-me-mcp
Claim
Enables Claude to write in your personal style by learning from your local docu…
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| 64432 |
Mobus
Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
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| 64433 |
ConsumerSim MCP Proxy
Claim
Exposes forecast lookup tools for consumer spending predictions across regions …
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| 64434 |
docs-mcp
Claim
Read-only MCP server for the official ACTA verifiable credentials documentation.
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| 64435 |
Google MCP Server
Claim
Enables appending text to Google Docs and creating Gmail drafts, with interacti…
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| 64436 |
MCP server for accessible indoor navigation and building management. Query buil…
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| 64437 |
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
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| 64438 |
Godot Scene Analyzer
Claim
Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…
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| 64439 |
Substack Reader
Claim
Enables fetching and reading subscriber-only content from Trade Companion by Ad…
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| 64440 |
filechanger
Claim
Convert documents between text formats (markdown, html, and more) via the FileC…
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| 64441 |
An i18n github action for language translate
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| 64442 |
admin-mcp
Claim
MCP server for Odoo administration, enabling customer listing and search via co…
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| 64443 |
rucio-mcp
Claim
An MCP server that exposes Rucio distributed data management operations as tool…
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| 64444 |
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
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| 64445 |
AgentValet
Claim
Identity and credential governance broker for MCP servers. Issues scoped, short…
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| 64446 |
loewen-menu-mcp
Claim
MCP server for the Löwen Menü IBS5 school-lunch ordering system, enabling an LL…
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| 64447 |
mcpdemos
Claim
Demonstrates MCP capabilities through 8 runnable demos including tools, resourc…
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| 64448 |
mcp-parasut
Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
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| 64449 |
Pinecone Assistant MCP
Claim
A generic MCP server for conversational AI document research using the Pinecone…
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| 64450 |
mcp-server-deel
Claim
A production-quality MCP server for the Deel API that enables managing global H…
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