MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35301 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 35302 |
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
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| 35303 |
ukr-vitalinguist-mcp
Claim
Provides Ukrainian language grammar checking, surzhyk detection, authentic phra…
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| 35304 |
omnicall-mcp
Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
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| 35305 |
Meta Ads MCP Server
Claim
A comprehensive MCP server for managing and analyzing Meta Ads (Facebook/Instag…
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| 35306 |
community-ff-mcp
Claim
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
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| 35307 |
An MCP server implementation in Python with placeholder tools, deployable to Az…
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| 35308 |
Mammoth MCP Server
Claim
Enables LLM agents to interact with the Mammoth Protocol on Solana for discover…
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| 35309 |
holoviz-viz-mcp
Claim
An MCP server that enables AI assistants to create interactive visualizations, …
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| 35310 |
tdprepview-mcp
Claim
Enables machine learning data preprocessing pipeline creation and model trainin…
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| 35311 |
watch-skill
Claim
MCP server that enables AI agents to watch and analyze videos from 1800+ source…
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| 35312 |
Local Docs MCP Server
Claim
Exposes multiple local documentation folders to AI assistants via tools for lis…
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| 35313 |
ft_mcp
Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
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| 35314 |
Cellarion Wine Registry
Claim
Public wine registry and guides: search wines, grapes, regions, appellations. N…
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| 35315 |
Glancey
Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
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| 35316 |
drawio-mcp-server
Claim
Enables AI agents to create, read, update, and delete Draw.io diagrams, allowin…
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| 35317 |
MCP Serve
Claim
Enables natural language management of clients and products via a chat interfac…
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| 35318 |
Eventor MCP Server
Claim
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
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| 35319 |
micropub-mcp
Claim
Enables AI agents to create, update, delete, and query posts on any Micropub-co…
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| 35320 |
tigerweb
Claim
Enables access to US Census Bureau TIGERweb geographic boundary data, returning…
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| 35321 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
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| 35322 |
rag-retrieval-mcp
Claim
Enables retrieval-augmented generation by embedding queries with a chosen provi…
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| 35323 |
Provides comprehensive computer control capabilities including mouse and keyboa…
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| 35324 |
mcp-redis-demo
Claim
Enterprise support ticket system using FastMCP server with Redis for persistent…
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| 35325 |
EMEA Compliance MCP
Claim
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
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| 35326 |
Okta MCP Server
Claim
Enables AI assistants to manage Okta users, groups, applications, policies, and…
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| 35327 |
QA Assistant MCP
Claim
An MCP server that enables Claude to read Jira user stories, search Confluence …
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| 35328 |
Quick Demo MCP Server
Claim
A simple MCP server that provides a tool to get the current server time and a r…
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| 35329 |
oda-mcp
Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
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| 35330 |
MCP QA Server
Claim
A reusable MCP server for QA automation testing that enables running tests acro…
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| 35331 |
mcp-wp
Claim
A full control with your WP site
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| 35332 |
Codex MCP Abaqus
Claim
Enables to interact with Abaqus FEA software through an MCP bridge, supporting …
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| 35333 |
Deepin MCP Servers
Claim
A model context protocol server for Deepin Linux, providing system control, fil…
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| 35334 |
Jira Daily PM Radar
Claim
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
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| 35335 |
GitHub Actions Audit
Claim
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
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| 35336 |
ebenova-fieldops
Claim
WhatsApp booking, staff coordination, and invoice recovery for services.
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| 35337 |
perplexity-webui-scraper
Claim
An advanced, high-performance Python client, MCP server, and REST API for rever…
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| 35338 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 35339 |
CallGraph MCP Server
Claim
Enables analysis of Java call graphs in Axelor projects via ASM bytecode analys…
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| 35340 |
EvalKit MCP Server
Claim
Enables testing AI safety classifier robustness against query decomposition, ob…
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| 35341 |
Formswrite MCP
Claim
Enables LLMs to convert documents to Google Forms, edit questions, list and pub…
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| 35342 |
Free — no API key required. Enrich by domain or name. Country, contacts, social…
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| 35343 |
prosuite-mcp
Claim
MCP server that exposes Dira ProSuite quality verification to AI assistants, en…
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| 35344 |
Super Fireberry MCP
Claim
A production-grade MCP server for Fireberry CRM that enables LLMs to query, cre…
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| 35345 |
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
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| 35346 |
@striderlabs/mcp-lyft
Claim
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
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| 35347 |
PPTX MCP Server
Claim
Generates PowerPoint presentations from templates using AI, injecting text and …
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| 35348 |
Toleno Network
Claim
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
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| 35349 |
mcp-opencode-blender
Claim
Enables programmatic control of Blender via OpenCode, supporting 3D model creat…
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| 35350 |
onec-config-mcp
Claim
Enables searching through 1C:Enterprise configuration source code (XML+BSL) wit…
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