MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 4 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 64551 |
Linear MCP Server
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An MCP server that integrates with Linear's API, enabling users to manage issue…
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| 64552 |
Redash MCP Server
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Enables AI assistants to manage Redash queries, dashboards, visualizations, and…
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| 64553 |
Garmin Connect MCP
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Exposes personal Garmin Connect data to MCP-capable clients like Claude and Gem…
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| 64554 |
AgentCron
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Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
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| 64555 |
whiteboard-mcp-server
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Shared context for multiple Claude Code sessions working on the same project.
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| 64556 |
Enables DevOps operators to query and operate the Sigma Streaming Platform from…
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| 64557 |
mysql-mcp-server
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Enables monitoring and administration of MySQL databases through natural langua…
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| 64558 |
DOI Citation Verifier
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A Model Context Protocol (MCP) server that prevents citation hallucination by v…
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| 64559 |
MCP Calculator
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An MCP server that enables AI models to perform mathematical calculations and o…
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| 64560 |
PathCourse Health inference SKUs as x402 paid MCP tools, billed per call in USD…
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| 64561 |
Qwen3 MCP Server
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A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full codi…
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| 64562 |
Webpage MCP Server
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Enables querying and retrieving webpage content from websites by parsing sitema…
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| 64563 |
Apple RAG MCP
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Provides AI agents with instant access to official Apple developer documentatio…
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| 64564 |
Query your local network in plain language: devices, open ports, security findi…
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| 64565 |
Agent Audit
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Agent Audit runs Lighthouse against any URL and converts the output into struct…
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| 64566 |
LDAP Assistant MCP
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Enables troubleshooting of LDAP directory services through natural language que…
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| 64567 |
Fitbit MCP
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Local-first MCP server that connects AI agents to your Fitbit activity, sleep, …
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| 64568 |
Atlas Research
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Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 64569 |
mcp-server-mssql
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Enables AI agents to interact with Microsoft SQL Server databases via MCP, supp…
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| 64570 |
cortex-memory
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Captures project memory automatically across AI coding sessions, injecting rele…
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| 64571 |
ticktick-mcp-server
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A Model Context Protocol (MCP) server that connects AI assistants to your TickT…
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| 64572 |
node-red-mcp
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A Model Context Protocol server for Node-RED integration, enabling AI agents to…
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| 64573 |
gingugu
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Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
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| 64574 |
dbx
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Query databases from AI agents using connections configured in DBX.
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| 64575 |
Local STDIO MCP for DugganUSA threat intel. 1.13M IOCs. Read-only. npm: dugganu…
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| 64576 |
paystack-mcp-server
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Enables AI assistants to interact with the full range of Paystack APIs, allowin…
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| 64577 |
mem.ai MCP Server
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Enables AI assistants to interact with mem.ai memory through a standardized int…
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| 64578 |
unlinked
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MCP server that brings your LinkedIn professional profile and experience into y…
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| 64579 |
netlab-mcp
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Wraps ipspace/netlab as an engine to give LLMs access to validated, lab-tested …
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| 64580 |
Conta Azul MCP
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Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
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| 64581 |
LLM Council MCP
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A lightweight, local MCP server for Mac that replicates a 3-stage LLM council w…
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| 64582 |
ZX84
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An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading…
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| 64583 |
korean-privacy-law-mcp
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Enables natural language interaction with the Korean Personal Information Prote…
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| 64584 |
remote-mcp-server
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MCP server on Cloudflare Workers with OAuth login, enabling remote tool calls l…
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| 64585 |
mcp-service
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Dual-interface MCP server that exposes declarative tools and reusable skills vi…
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| 64586 |
book-recommender
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MCP server that provides book recommendation tools, allowing an AI agent to sea…
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| 64587 |
mcp-memory-graph
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A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
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| 64588 |
yazan4m7
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| 64589 |
Weavy MCP Server
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MCP server for automating Weavy.ai creative workflows. It provides tools to man…
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| 64590 |
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
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| 64591 |
mcp-gate402
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Provides several x402 utilities to reduce token usage, web scraping, and chron …
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| 64592 |
sharepoint-mcp
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A Model Context Protocol server that connects AI assistants to SharePoint via M…
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| 64593 |
Playwright MCP Server
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Enables browser automation and web interaction through structured accessibility…
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| 64594 |
iroha for Notion
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Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
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| 64595 |
Background Process MCP
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Enables LLMs to start, stop, and monitor long-running command-line processes in…
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| 64596 |
Enables durable multi-agent workflow runs for Codex with a live terminal dashbo…
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| 64597 |
tdrest
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Enables making REST API calls to Teradata cloud services including Elastic Comp…
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| 64598 |
mcp-csu
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Provides AI assistants direct access to 700+ statistical datasets about the Cze…
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| 64599 |
prometheus-mcp-server
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Provides tools to search, query, and visualize Prometheus metrics, returning re…
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| 64600 |
squadco-mcp
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Provides your AI coding assistant with direct, structured access to the full Sq…
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