MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33701 |
MCP-Server
Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
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| 33702 |
GAM Seller MCP Node
Claim
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
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| 33703 |
obsidian-mcp-guard
Claim
Provides read/write file tools with lint validation to prevent agents from writ…
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| 33704 |
frisco-mcp
Claim
MCP server for Frisco.pl — lets Claude add groceries to your cart, search produ…
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| 33705 |
JIRA MCP Server
Claim
Enables Claude Code to interact with JIRA through natural language, supporting …
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| 33706 |
MCP server for desktop notifications over stdio
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| 33707 |
zepp-mcp
Claim
Connect your Amazfit / Zepp watch to Claude. Free and open-source.
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| 33708 |
odxproxy-mcpserver
Claim
MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling progr…
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| 33709 |
coindesk-mcp
Claim
The MCP server that can read recent news from Coindesk.
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| 33710 |
obs-mcp
Claim
Model Context Protocol server for OBS Studio
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| 33711 |
Claude Session Logger
Claim
A local MCP server that records completed tasks to daily JSONL files and promot…
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| 33712 |
Priceminder MCP Server
Claim
Real-time Shopee competitor price monitoring, powered by AI agents through the …
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| 33713 |
Nutanix MCP Server
Claim
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
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| 33714 |
devops-assistant-mcp
Claim
Enables querying local MySQL databases and managing Docker containers (listing,…
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| 33715 |
react-hook-form-docs-mcp
Claim
Enables AI-powered semantic search over React Hook Form documentation, allowing…
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| 33716 |
LLMemory
Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
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| 33717 |
B2B Lead Enrichment
Claim
Remote MCP server to enrich company profiles with structured B2B data and confi…
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| 33718 |
Copilot connector permission audits with owner signoff receipts.
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| 33719 |
vault-recommender
Claim
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
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| 33720 |
arc-story-queue
Claim
MCP server that queues stories and feeds them to live Claude Code sessions, del…
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| 33721 |
falllegalpaper-mcp
Claim
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
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| 33722 |
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
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| 33723 |
octocode
Claim
MCP server for semantic code research and context generation on real-time using…
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| 33724 |
# PSADT-MCP Server
A Model Context Protocol (MCP) server that provides AI assi…
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| 33725 |
mcp-arcgis-palmbeach
Claim
Enables AI agents to search and query Palm Beach County GIS open geospatial dat…
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| 33726 |
pytorch-mcp
Claim
A full-featured MCP server for PyTorch documentation workflows, providing tools…
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| 33727 |
agent-vrm-mcp
Claim
Enables Claude to generate speech from text and express it through a 3D VRM ava…
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| 33728 |
mcp-memory-graph
Claim
Local-first memory for Claude Code and any MCP client: hybrid search + knowledg…
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| 33729 |
fleet-of-one-mcp-server
Claim
MCP server providing tools to verify task completion (tests pass and changes ma…
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| 33730 |
opencode-lens
Claim
MCP server that enables inspecting, controlling, and safely automating live ope…
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| 33731 |
line-cua-mcp
Claim
A macOS MCP server for LINE that reads encrypted local database snapshots to fe…
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| 33732 |
Qobrix CRM MCP Server
Claim
A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data,…
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| 33733 |
onepassword-mcp-server
Claim
Enables secure retrieval of credentials from 1Password vaults for use by AI age…
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| 33734 |
agent-scheduler
Claim
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
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| 33735 |
Custom Search MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
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| 33736 |
Jira MCP Server
Claim
Supercharge your AI assistant with seamless Jira integration. Enables AI assist…
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| 33737 |
A read-only MCP server generated by FirstCall that looks up public GitHub user
…
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| 33738 |
TextIn xParse MCP Server
Claim
Enables document parsing via TextIn xParse API, supporting synchronous and asyn…
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| 33739 |
Canvas MCP
Claim
Enables interaction with Canvas LMS to access courses, modules, files, pages, a…
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| 33740 |
tock-mcp
Claim
Enables restaurant discovery and availability checking on Tock via Claude, allo…
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| 33741 |
Keap MCP Server
Claim
Complete Model Context Protocol server for Keap (formerly Infusionsoft) with 11…
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| 33742 |
Enables authors to manage characters, chapters, world settings, and plot lines …
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| 33743 |
kwork-mcp
Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
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| 33744 |
mcp-hello-world
Claim
A minimal MCP server mock for testing, providing echo, debug, and greeting reso…
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| 33745 |
local-spark-mcp
Claim
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
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| 33746 |
fallmortgage-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations…
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| 33747 |
Early MCP Server
Claim
A Model Context Protocol server for the Early time tracking API, enabling natur…
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| 33748 |
jira-context-mcp
Claim
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
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| 33749 |
sportwizzard
Claim
Real-time sports betting data: odds, player props, edges and arbitrage from 35+…
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| 33750 |
dokploy-mcp
Claim
Wraps the Dokploy REST API to expose Dokploy operations as MCP tools for managi…
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