MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32701 |
CenterPoint Connect
Claim
Manage CenterPoint Connect data across properties, companies, employees, invoic…
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| 32702 |
Devil MCP Server
Claim
An MCP server that provides programmatic access to devil hosting platform manag…
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| 32703 |
Owned-target web security assessment MCP server for authenticated, high-frictio…
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| 32704 |
meeting-memory-mcp
Claim
A local-first MCP server that stores meeting transcripts and maintains a search…
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| 32705 |
Logo MCP
Claim
An intelligent website logo extraction system built on the Model Context Protoc…
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| 32706 |
widescreen-research
Claim
Orchestrates distributed research drones on Google Cloud Run, enabling scalable…
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| 32707 |
OrcaRouter
Claim
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…
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| 32708 |
Rootstock MCP Server
Claim
A backend service that enables seamless interaction with the Rootstock blockcha…
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| 32709 |
US shipping labels for AI agents: buy USPS/UPS/FedEx, track and refund via Easy…
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| 32710 |
iso27001-mcp
Claim
ISO 27001 compliance workspace for Claude. Risks, policies, SoA, evidence, and …
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| 32711 |
rocketchat-mcp
Claim
MCP server for Rocket.Chat — messages, DMs, search, files, and channels over st…
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| 32712 |
mcp-federated-data
Claim
Federated MCP server that joins relational metadata (MySQL) with timeseries val…
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| 32713 |
teams-mcp
Claim
Enables interaction with Microsoft Teams chats and channels using official Micr…
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| 32714 | — | |||||||||
| 32715 |
iterm-mcp
Claim
An MCP server that exposes iTerm2 tab control as native tools, designed for the…
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| 32716 |
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
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| 32717 |
SupaUI MCP
Claim
Automatically generate a variety of UI components to improve development effici…
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| 32718 |
ClawMem MCP Server
Claim
Enables AI agents to maintain persistent, local memory with retrieval-augmented…
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| 32719 |
perplexity-server
Claim
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| 32720 |
gq-insight-mcp
Claim
Enables semantic search and grounded answering over customer-research interview…
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| 32721 |
Supericons
Claim
Semantic SVG icon search and recommendations for AI coding agents.
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| 32722 |
Guck MCP Server
Claim
Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides to…
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| 32723 |
pymol-mcp
Claim
Headless PyMOL for molecular visualization, GROMACS/LAMMPS MD trajectories, and…
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| 32724 |
sprkly
Claim
Schedule, publish and track social posts across TikTok, Instagram, Threads and …
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| 32725 |
MCP Ollama Server
Claim
Enables natural language database queries by combining Ollama's language models…
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| 32726 |
Melo
Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
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| 32727 |
MCP SAP Business One
Claim
Enables interaction with SAP Business One Service Layer through MCP, providing …
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| 32728 |
A Model Context Protocol server that provides access to the HackTricks knowledg…
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| 32729 |
Agent Coliseum MCP
Claim
Free Streamable HTTP MCP arena for 1v1 AI agent skill battles and Gladiator Bad…
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| 32730 |
Lad MCP Server
Claim
A project-aware AI design and code review server that uses dual reviewers via O…
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| 32731 |
pid
Claim
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| 32732 |
collectives-mcp
Claim
MCP server for Nextcloud Collectives that exposes collectives, pages, tags, att…
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| 32733 |
A neuromorphic visual processing system that combines visual memory storage wit…
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| 32734 |
valerie-mcp
Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
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| 32735 |
Enables querying hockey data from eliteprospects.com, including leagues, teams,…
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| 32736 |
Obsidian MCP Wrapper
Claim
Enables Claude Desktop to securely search and retrieve knowledge from an Obsidi…
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| 32737 |
nucleotide_archive_mcp
Claim
An MCP server for searching and accessing RNA sequencing datasets from the Euro…
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| 32738 |
postgres-mcp-server
Claim
An MCP server that allows Claude to query and manipulate a PostgreSQL database …
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| 32739 |
shopify-store-mcp
Claim
Enables AI agents to manage Shopify stores via natural language, with tools for…
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| 32740 |
kio-orzeczenia-mcp
Claim
MCP server for Polish public-procurement rulings (KIO / Krajowa Izba Odwoławcza…
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| 32741 |
Codex Control Plane MCP
Claim
Durable MCP control plane for long-running Codex Desktop tasks.
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| 32742 |
Provides interactive tools to explore AFAS customer data and employee leave inf…
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| 32743 |
rulith
Claim
An external reasoning board for LLM agents that provides exact arithmetic, dedu…
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| 32744 |
mcp-test2
Claim
Compute products instantly and accurately. Reduce manual calculations and error…
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— | ||||||||
| 32745 |
Jira MCP Server
Claim
Connects Claude to Jira, allowing users to query tasks, log work, add comments,…
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| 32746 |
JS Reverse MCP
Claim
MCP server for JavaScript reverse engineering and browser debugging.
|
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| 32747 |
mcp-arcgis-adamscounty
Claim
Enables searching and querying Adams County, Colorado open geospatial datasets …
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| 32748 |
Grinta-Coding-Agent
Claim
Local-first autonomous coding agent that plans, executes, validates, and finish…
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| 32749 |
A local-first FastAPI and MCP safety kit for turning internal HTTP APIs into co…
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| 32750 |
mcp-contact-classifier
Claim
Classify a job title into department and seniority, and optionally verify the p…
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