MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49451 |
openparliament-ca
Claim
Provides access to Canadian parliamentary data including debates, bills, votes,…
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| 49452 |
Location MCP Server
Claim
Enables IP address location and latitude/longitude address queries, providing d…
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| 49453 |
UI Bridge MCP
Claim
Enables AI to inspect and interact with UI elements, supporting control mode fo…
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| 49454 |
Mobile E2E MCP
Claim
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
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| 49455 |
jenkins-http-mcp-server
Claim
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
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| 49456 |
Industrial MCP
Claim
An open-source MCP server that bridges AI models with industrial equipment, sup…
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| 49457 |
GSC MCP Server
Claim
A Model Context Protocol server that provides read-only access to Google Search…
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| 49458 |
Sell The Trend MCP
Claim
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
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| 49459 |
JAOT MCP Server
Claim
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
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| 49460 |
turbowebfetch
Claim
MCP server that lets Claude Code fetch web content using real Chrome browsers. …
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| 49461 |
hypen-argocd-mcp
Claim
Enables AI assistants to interact with ArgoCD APIs through standardized MCP too…
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| 49462 |
Wraps Korea Tourism Organization's Wellness Tourism API to let AI agents search…
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| 49463 |
audio-transcription-mcp
Claim
MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…
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| 49464 |
A Model Context Protocol server that provides AI coding agents with access to u…
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| 49465 |
jira-mcp
Claim
MCP server for Jira Server/Data Center, enabling issue management, comments, at…
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| 49466 |
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
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| 49467 |
hashline-mcp
Claim
An MCP server for precise, hash-referenced file editing that enables atomic edi…
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| 49468 |
simuladorllm
Claim
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| 49469 |
Converts ComfyUI workflows into MCP tools for AI agents to generate images, vid…
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| 49470 |
abacatepay-mcp
Claim
MCP server for integrating with Abacate Pay API, enabling management of custome…
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| 49471 |
mcp-gsuite
Claim
Enables AI assistants to manage Gmail (list, search, send, label emails) and Go…
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| 49472 |
@striderlabs/mcp-airbnb
Claim
MCP server for Airbnb — lets AI agents search listings, check availability, man…
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| 49473 |
hx-multianim-mcp
Claim
Connects MCP clients to a running hx-multianim game via DevBridge for scene ins…
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| 49474 |
Self-serve MCPB demo for accounts payable invoice exception review. It performs…
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| 49475 |
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
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| 49476 |
Kite MCP Trading Server
Claim
An MCP server for Zerodha Kite Connect that enables AI agents to execute trades…
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| 49477 |
Enables classification of galaxy images by Hubble type and answering custom ast…
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| 49478 |
A Python MCP server that provides unified access to satellite and geospatial da…
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| 49479 |
Kiwix Wiki MCP Server
Claim
Provides access to offline Wikipedia and other content through Kiwix, enabling …
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| 49480 |
Brand Me Please
Claim
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
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| 49481 |
A read-only MCP server that exposes controlled SSH tools to inventory, document…
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| 49482 |
GoHighLevel MCP Server
Claim
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
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| 49483 |
mcp_test
Claim
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| 49484 |
mcp-gauge
Claim
An MCP server that enables coding agents to autonomously test, evaluate, and tu…
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| 49485 |
bing-ads-mcp
Claim
MCP server enabling AI assistants to manage Microsoft Advertising (Bing Ads) ca…
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| 49486 |
synapse-mcp
Claim
A Model Context Protocol (MCP) server that enables AI agent access to Synapse e…
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| 49487 |
Zotero Agent
Claim
An MCP server that embeds into Zotero, enabling AI agents to search, manage, en…
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| 49488 |
Enables AI-powered Kubernetes management using natural language, supporting kub…
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| 49489 |
CasualMarket
Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
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| 49490 |
opencode-lens
Claim
MCP server that enables inspecting, controlling, and safely automating live ope…
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| 49491 |
Blockbench MCP
Claim
Enables AI agents to interact with Blockbench, a 3D modeling tool for Minecraft…
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| 49492 |
ai-visibility-mcp
Claim
Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/Clau…
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| 49493 |
MCP Server Metasearch
Claim
A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
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| 49494 |
directory
Claim
Discover and query every business on ANOTS — search, ask, or find-and-ask over …
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| 49495 |
lsp-mcp
Claim
Enables AI assistants to interact with VS Code's language server protocol featu…
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| 49496 |
Provides MCP tools for searching, retrieving, and answering questions about ind…
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| 49497 |
Nature Remo MCP Server
Claim
Enables you to manage and automate interactions with Nature Remo devices, inclu…
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| 49498 |
kaken-mcp-server
Claim
MCP server for querying the Japanese KAKEN database of scientific research gran…
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| 49499 |
Provides tools to check disk usage and search files by keyword on the local sys…
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| 49500 |
md-graph
Claim
MCP server that enables full-text search and link navigation over Markdown file…
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