MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36401 |
Viber MCP Server
Claim
Enables an AI assistant to send and read Viber messages by automating the Viber…
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| 36402 |
Zendesk Admin MCP Server
Claim
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
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| 36403 |
claude-replay
Claim
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
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| 36404 |
Washlib
Claim
Find car wash centers in France, compare prices, check live availability, and l…
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| 36405 |
CompletionKit
Claim
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with…
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| 36406 |
kadenzo-mcp
Claim
Schedule, manage, generate, and analyze social posts across 11 networks (Instag…
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| 36407 |
cyber-si-mcp
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| 36408 |
obra-cfo
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Local-first MCP that runs an investment committee on your pitch and scores fund…
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| 36409 |
Skill of Skills
Claim
Quality-ranked, cross-platform directory of AI coding skills, plugins and MCP s…
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| 36410 |
Demand-side commerce: agents post a user's purchase intent, get ranked cross-so…
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| 36411 |
ESP32 MCP Server
Claim
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
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| 36412 |
Base Network MCP Server
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Enables querying Base Network blockchain data including blocks, transactions, b…
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| 36413 |
Ramoira MCP Server
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Exposes the Ramoira brand schema specification as MCP tools and resources, enab…
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| 36414 |
web-search-cli
Claim
Enables web search using Bing and DuckDuckGo combined, and fetching readable co…
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| 36415 |
Snippet Saver
Claim
An MCP server that enables AI coding tools to save, list, and read code snippet…
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| 36416 |
Provides tamper-proof audit logging for AI agents using SHA-256 hash chains, in…
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| 36417 |
Search Dongdaemun (Seoul) wholesale fashion items, new arrivals and stalls on a…
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| 36418 |
gnmi-mcp-server
Claim
Enables AI assistants to manage network devices via gNMI protocol, including qu…
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| 36419 |
Hoogle MCP Server
Claim
Enables searching Hoogle, the Haskell documentation search engine, for packages…
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| 36420 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
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| 36421 |
font-proof-mcp
Claim
Enables AI tools to create and edit Font Proof documents for type designers, su…
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| 36422 |
Mi Fitness MCP
Claim
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
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| 36423 |
Pinion
Claim
AI-powered characterization test generator that reads Python functions or class…
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| 36424 |
RiseUp MCP Server
Claim
MCP server for programmatic read-only access to RiseUp cashflow data, allowing …
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| 36425 |
o3de-mcp
Claim
Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, proj…
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| 36426 |
Streamable HTTP MCP server for Gmail that enables AI agents to search threads, …
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| 36427 |
Talordata MCP Server
Claim
Search Google and major search engines through Talordata SERP API for AI agents…
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| 36428 |
youtube-mcp
Claim
A local MCP server for extracting YouTube video transcripts, metadata, and perf…
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| 36429 |
mcp-swagger-reader
Claim
Enables reading and parsing Swagger/OpenAPI specifications to list API endpoint…
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| 36430 |
mcp-arcgis-greenwood
Claim
Access City of Greenwood, Indiana open geospatial data including parcels, zonin…
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| 36431 |
rijksmuseum-mcp+
Claim
Lets you explore the Rijksmuseum's artwork collections through natural conversa…
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| 36432 |
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
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| 36433 |
Linear MCP Server
Claim
Enables interaction with Linear workspace through the Model Context Protocol, s…
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| 36434 |
manim-server
Claim
An MCP server that enables creating and rendering Manim animations by building …
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| 36435 |
MCP CLI Command Server
Claim
Provides safe, controlled access to network and system diagnostic tools includi…
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| 36436 |
AI Applyd
Claim
Auto-Apply That Ends on an Interview. Job matches, per-role resumes, apply, app…
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| 36437 |
mcp-clipboardify
Claim
Provides clipboard access tools (get and set) for AI assistants via the Model C…
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| 36438 |
validator
Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
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| 36439 |
test_mcp_server_v2
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| 36440 |
test
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| 36441 |
mcp-regulations-gov
Claim
Enables access to federal regulatory dockets, documents, and public comments fr…
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| 36442 |
DaVinci MCP Server
Claim
Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orche…
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| 36443 |
windows-gui-mcp
Claim
Enables AI coding agents to automate Windows desktop applications through seman…
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| 36444 |
mcp-image-tools
Claim
Enables AI agents to perform image processing tasks such as sprite sheet splitt…
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| 36445 |
MCP-SERVER
Claim
A TypeScript + Express skeleton for MCP services, currently only providing a he…
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| 36446 |
Generates Phaset manifest files by analyzing your repository with Claude's AI, …
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| 36447 |
HubSpot MCP Server
Claim
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
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| 36448 |
thunderclient-mcp
Claim
Enables AI tools to create and manage API requests and collections in Thunder C…
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| 36449 |
AL MCP Server
Claim
Provides AI assistants with complete visibility into AL dependencies and symbol…
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| 36450 |
gizmoanalytics-mcp
Claim
Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-awar…
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