MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54451 |
mcp-molecules
Claim
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
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| 54452 |
semantic-search-mcp
Claim
Provides semantic code search over codebases using local embeddings with natura…
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| 54453 |
blocksnet-mcp
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Local MCP server for urban analytics that wraps BlocksNet agent, enabling natur…
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| 54454 |
super-mcp
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A gateway that aggregates multiple MCP servers into a single endpoint, namespac…
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| 54455 |
Caduceus Memory MCP
Claim
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
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| 54456 |
Tracks mistakes and solutions from past Claude sessions to avoid repeating fail…
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| 54457 |
power-point-mcp
Claim
Enables Claude to read, create, and edit a single pre-bound PowerPoint file via…
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| 54458 |
Enables Salesforce Agentforce agents to find compatible replacement batteries, …
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| 54459 |
mcp-data-kingcounty
Claim
Enables querying and searching King County Open Data datasets via Socrata SoQL,…
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| 54460 |
Downtester Status
Claim
Live service status, active incidents, search, and outage history from Downtest…
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| 54461 |
Remote MCP Server
Claim
Enables running MCP tools remotely on Cloudflare Workers with OAuth login. Supp…
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| 54462 |
altium-mcp
Claim
Use Claude to control or ask questions about your Altium project.
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| 54463 |
proofdrop-mcp
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Enables AI agents to upload temporary public review artifacts (screenshots, scr…
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| 54464 |
K8s Observability MCP
Claim
Enables exploration of Kubernetes metrics, logs, traces, and service graph data…
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| 54465 |
personal-finance-ai-mcp
Claim
personal-finance-ai-mcp MCP server by MEOK AI Labs
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| 54466 |
mdymcp
Claim
Unified MCP server for Mingdao platform, providing 98 tools for collaboration A…
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| 54467 |
mermaid-mcp-server
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| 54468 |
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
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| 54469 |
image-mcp
Claim
Provides 80+ image processing tools including AI generation, background removal…
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| 54470 |
paper-search-mcp
Claim
Enables agents to search papers across Semantic Scholar and arXiv, read and ext…
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| 54471 |
opensprinkler-mcp
Claim
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
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| 54472 |
llmsdottxt-mcp
Claim
Auto-discovers llms.txt documentation from project dependencies and exposes it …
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| 54473 |
CarryFeed
Claim
Resolve public X/Twitter profiles, posts, and media through CarryFeed.
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| 54474 |
catalog
Claim
Search 41,000+ agent skills, MCP servers, plugins & loops — real install counts…
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| 54475 |
Integrates with Google Docs and Gmail for AI-driven document editing and email …
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| 54476 |
a0nexus-bitcoin-mcp
Claim
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
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| 54477 |
rms-mcp
Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
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| 54478 |
rurussian-mcp
Claim
MCP server for rurussian.com that enables multi-agent learning workflows with t…
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| 54479 |
writefreely-mcp-server
Claim
An MCP server for WriteFreely that enables AI agents to publish and manage cont…
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| 54480 |
Motion MCP Server
Claim
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
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| 54481 |
mcp-server-notifier
Claim
A lightweight notification service that sends webhooks when AI agents complete …
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| 54482 |
MCP LLM Generator v2
Claim
Production-ready MCP server enabling LLM text generation, template management, …
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| 54483 |
An MCP server that created for demo
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| 54484 |
Tratto MCP Server
Claim
Lets AI tools send transactional emails, check status, and manage contacts thro…
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| 54485 |
dental-calendar-mcp
Claim
Enables ElevenLabs AI agents to manage dental clinic appointments through Googl…
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| 54486 |
Local File Manager
Claim
Enables AI clients to manage and manipulate text files in a secured local direc…
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| 54487 |
An MCP server that integrates Kagi Translate as tools for translation, URL tran…
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| 54488 |
Read-only MCP server for secure filesystem exploration, searching, and analysis…
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| 54489 |
maltego-mcp
Claim
Enables LLMs to author Maltego .mtgx graph files and perform OSINT lookups, wit…
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| 54490 |
Haunt API
Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
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| 54491 |
blog-mcp
Claim
자동으로 네이버 블로그 글을 생성하고 발행하는 MCP 서버로, 사진과 간단한 정보를 입력하면 SEO 최적화된 초안을 작성하고 스타일 학습을 통…
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| 54492 |
Enables AI-powered security operations through natural language, managing endpo…
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| 54493 |
solace-admin-read-mcp
Claim
Read-only MCP server for Solace PubSub+ brokers and Event Portal. Enables Claud…
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| 54494 |
WebWatch MCP
Claim
An MCP server for monitoring website changes. Enables tracking URLs, detecting …
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| 54495 |
GoHighLevel MCP Server
Claim
Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contac…
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| 54496 |
adb-mcp
Claim
A comprehensive MCP server for Android Debug Bridge, enabling AI agents to cont…
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| 54497 |
browserkit
Claim
An open-source framework for building site-specific MCP servers that run over r…
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| 54498 |
statefinance-mcp
Claim
Enables querying state-level campaign finance data, including donors, expenditu…
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| 54499 |
Gergy AI MCP
Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
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| 54500 |
MyGene MCP Server
Claim
Enables AI assistants to query gene annotations, expression, pathways, variants…
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