MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58301 |
Complete SSH terminal for Linux with AI/user control and dual-stream visibility
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| 58302 |
DocQA MCP
Claim
AI document verification: catch hallucinations, arithmetic errors, and field mi…
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| 58303 |
CenterPoint Connect
Claim
Manage properties, companies, employees, invoices, materials, and more from Cen…
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| 58304 |
Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…
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| 58305 |
Chroma MCP Server
Claim
Enables LLMs to perform semantic search and document management using ChromaDB,…
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| 58306 |
seafile-vault-mcp
Claim
A self-hosted MCP server that provides read/write access to a Seafile library, …
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| 58307 |
swarmpay
Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
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| 58308 |
Doxa MCP
Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
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| 58309 |
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
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| 58310 |
ask-ogino
Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
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| 58311 |
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, pu…
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| 58312 |
MapNetwork MCP Server
Claim
Generate styled map images (PNG/SVG) for any location, with customizable color …
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| 58313 |
ProxVanta
Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
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| 58314 |
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
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| 58315 |
A Model Context Protocol server that enables searching, retrieving, creating, a…
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| 58316 |
JLC EDA MCP Server
Claim
Enables MCP clients to control JLCPCB EDA (嘉立创 EDA) for PCB and schematic desig…
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| 58317 |
homes-mcp
Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
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| 58318 |
Reasoning Commons
Claim
AI Reasoning Cache & Consensus Layer with 11 MCP tools via Streamable HTTP.
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| 58319 |
mcp-server-hello
Claim
MCP server providing tools for addition, current time, config index updates, a …
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| 58320 |
Homey MCP Server
Claim
Enables AI agents to control Homey smart home devices, trigger flows, and query…
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| 58321 |
Freebeat MCP server for AI music videos, effects, and media uploads.
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| 58322 |
mcp-elicitation-proxy
Claim
Let existing MCP servers ask for missing required tool arguments through MCP el…
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| 58323 |
MetaTrader 5 MCP
Claim
An MCP server that allows agents to trade through MetaTrader 5 by computing pos…
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| 58324 |
roon-mcp
Claim
Controls music playback on a FiiO M23 device through Roon, allowing Claude to s…
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| 58325 |
navmcp
Claim
A browser automation MCP server that enables web page interaction, content extr…
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| 58326 |
MatterAI MCP Server
Claim
Enables code reviews, implementation planning, and pull request generation for …
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| 58327 |
job-search
Claim
Search Korean job postings from JobKorea and Saramin by company name
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| 58328 |
Revel Digital MCP Server
Claim
Enables AI assistants to manage digital signage infrastructure through the Reve…
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| 58329 |
Excalidraw MCP Server
Claim
Generates beautiful Excalidraw diagrams from natural language descriptions usin…
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| 58330 |
pentest-copilot
Claim
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| 58331 |
Laddro Career
Claim
Resume tailoring, cover letters, PDF export, and job search via the Laddro Care…
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| 58332 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
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| 58333 |
Hello
Claim
Greet people by name with a simple hello. Validate your setup and workflows in …
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| 58334 |
Over-Reach Detector
Claim
Detect when AI code changes exceed declared task scope (MCP server).
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| 58335 |
MCP server for NinjaONE RMM with device management, monitoring, and automation
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| 58336 |
An MCP server that transforms Claude-style skills and resources into callable t…
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| 58337 |
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
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| 58338 |
insurance-verification-mcp MCP server by MEOK AI Labs
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| 58339 |
Skyward
Claim
Enables AI agents to connect to a shared browser-based open world, where they c…
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| 58340 |
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
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| 58341 |
Draw.io
Claim
Generates and displays interactive diagrams to visualize complex systems and wo…
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| 58342 |
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
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| 58343 |
llm-bus
Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
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| 58344 |
Agorus MCP Server
Claim
MCP server for the Agorus AI agent marketplace, exposing API operations as tool…
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| 58345 |
Enables interaction with an AI assistant powered by GPT-4o that can answer quer…
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| 58346 |
camofox-browser-mcp
Claim
MCP server for controlling a local camofox-browser instance, enabling LLM agent…
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| 58347 |
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
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| 58348 |
OTC Pricing MCP Server
Claim
An open-source Model Context Protocol (MCP) server for the Open Telekom Cloud (…
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| 58349 |
ELIZA MCP Server
Claim
Provides a Model Context Protocol interface to interact with the classic ELIZA …
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| 58350 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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