MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46501 |
cosmosdb-mcp
Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
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| 46502 |
Integrates with Claude Desktop to provide Korean financial data including stock…
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| 46503 |
jotae-mcp
Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
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| 46504 |
census-geocoding-mcp
Claim
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
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| 46505 |
mcp-infra-readonly
Claim
A read-only MCP server that gives Claude Code secure, non-invasive access to in…
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| 46506 |
genai-lab
Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
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| 46507 |
PSX MCP Server
Claim
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
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| 46508 |
mcp-event-presence-index
Claim
Find the conferences and trade shows a company publicly says it attends, from i…
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| 46509 |
mcp-vision
Claim
通过火山引擎方舟视觉模型为无视觉能力的主模型提供识图能力的MCP服务器,支持图片描述和文字提取。
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| 46510 |
servicenow-mcp-server
Claim
Enables natural language interaction with ServiceNow instances for managing inc…
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| 46511 |
OpenAI Ads MCP Server
Claim
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
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| 46512 |
GPT Commander
Claim
A security-first MCP server that provides LLMs with structured tools for filesy…
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| 46513 |
Switchboard
Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
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| 46514 |
Mealie MCP Server
Claim
Connects MCP clients like Claude to your Mealie recipe manager, enabling natura…
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| 46515 |
foreman-mcp-py
Claim
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
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| 46516 |
RC Engine
Claim
An AI-native product development pipeline that guides users from idea to shippi…
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| 46517 |
GoldenMCP
Claim
A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walr…
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| 46518 |
mcp-tap
Claim
Enables AI assistants to discover, install, configure, and manage MCP servers t…
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| 46519 |
@lobsterkit/vault-mcp
Claim
MCP server for LobsterVault, enabling AI agents to securely store, retrieve, ma…
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| 46520 |
SAST MCP Server
Claim
11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and C…
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| 46521 |
냥톨로지
Claim
A read-only MCP server that interprets cat behavior signals with evidence and c…
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| 46522 |
Flightdeck MCP Server
Claim
Enables AI clients to manage Flightdeck projects, work items, cycles, modules, …
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| 46523 |
doubao-seedream-mcp
Claim
封装豆包 Seedream 图像生成模型为 MCP 服务,支持文生图、图生图、组图及联网搜索生图,部署在 Cloudflare Workers 上
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| 46524 |
office-mcp
Claim
An MCP server that lets Claude control Microsoft Word and Excel on macOS via Ap…
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| 46525 |
CloudCost MCP Server
Claim
Enables AI agents to parse multi-cloud infrastructure-as-code files, query real…
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| 46526 |
Bellows
Claim
Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover,…
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| 46527 |
email-mcp-server
Claim
Cross-platform MCP server and CLI for email operations, including send, read, s…
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| 46528 |
design-review-mcp
Claim
Multi-model adversarial design review MCP server that distributes design docume…
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| 46529 |
MAL MCP Server
Claim
MyAnimeList MCP server: Tenrai-powered reads plus official MAL personal-list ma…
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| 46530 |
Weather data, forecast API, climate data, historical weather, alerts, agricultu…
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| 46531 |
Lexicon Intelligence
Claim
Intelligence data concerning behavioral population habits.
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| 46532 |
spawnpay-mcp
Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
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| 46533 |
plausible-mcp
Claim
Enables querying Plausible Analytics data for website statistics, traffic, enga…
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| 46534 |
RLM Knowledge Base
Claim
An MCP server that enables Claude Desktop to search and read local documents vi…
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| 46535 |
A basic MCP server demonstrating tool registration and SSE transport, enabling …
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| 46536 |
satelia-mcp-lucca
Claim
A Model Context Protocol server that enables Claude to interact with a Lucca in…
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| 46537 |
mcp-vue3-python
Claim
A Python MCP server that generates complete Vue 3 CRUD structures with Composit…
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| 46538 |
Just Domain
Claim
Search domain availability and pricing, and check if a domain can transfer in, …
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| 46539 |
prompts-mcp-server
Claim
Automatically generates and manages a prompts system for software projects, ena…
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| 46540 |
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
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| 46541 |
rigshare
Claim
Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equ…
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| 46542 |
ast-grep MCP Server
Claim
Enables structural code search and refactoring across 20+ programming languages…
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| 46543 |
s3-mcp-connector
Claim
MCP server for Amazon S3 and S3-compatible endpoints (LocalStack, MinIO). Singl…
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| 46544 |
Enables read-only MySQL database access, allowing listing databases, tables, de…
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| 46545 |
SkyeNet-MCP-ACE
Claim
Enables AI agents to execute server-side JavaScript and perform CRUD operations…
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| 46546 |
Enables high-quality AI image generation using the fal-ai/hidream-i1-full model…
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| 46547 |
Slack MCP
Claim
Enables Slack workspace integration including channel creation, user invites, m…
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| 46548 |
Verificate MCP
Claim
Agentic code review, no signup to try: reality gates + frontier-model review, w…
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| 46549 |
Preflight checks for paid x402 and MCP tools before marketplace listing.
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| 46550 |
real-fake-data-mcp
Claim
Enables AI assistants to generate realistic, synthetic test data on demand, inc…
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