MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 4 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46751 |
webcal-mcp
Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
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| 46752 |
Firefly III MCP Server
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Enables AI assistants to manage Firefly III personal finance accounts and trans…
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| 46753 |
A Model Context Protocol server that searches educational articles from todamat…
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| 46754 |
Real-time US state ABC (Alcoholic Beverage Control) liquor license compliance r…
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| 46755 |
Warframe Market MCP
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Enables searching Warframe items, viewing price history, and managing buy/sell …
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| 46756 |
Nepal payments for AI agents — Khalti wallet via Khalti. Never holds funds.
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| 46757 |
React MCP
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Enable Claude AI to manage and interact with React applications seamlessly.
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| 46758 |
Context Pilot
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MCP server providing persistent, searchable memory management for AI workflows,…
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| 46759 |
server-nothing
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A minimal MCP test server for validating initial client/server setup, offering …
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| 46760 |
OneNote MCP Server
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Enables AI agents to read, search, write, and update Microsoft OneNote pages th…
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| 46761 |
Orshot
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Orshot's MCP Server lets you dynamically generate images from your templates fr…
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| 46762 |
mcp-test
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| 46763 |
Hermes Plant MCP Server
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Enables AI agents to call deterministic finance and quant APIs (e.g., DCF, Blac…
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| 46764 |
Closeread Verify
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A verified dependency-audit verdict any AI agent can call over MCP, not a raw s…
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| 46765 |
Trello Task Manager MCP
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Integrates with Trello to manage tasks and cards with features like creating, u…
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| 46766 |
GitBridge
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Enables AI assistants to analyze GitHub repositories, including fetching reposi…
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| 46767 |
SignalScope
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Provides Cursor AI agents with direct access to stock breakout signals, includi…
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| 46768 |
matrix-nio-mcp
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A Model Context Protocol server for Matrix that gives AI assistants read/write …
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| 46769 |
@lapage/strapi-mcp
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MCP server for Strapi CMS content and media management.
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| 46770 |
Agent Tools
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9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
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| 46771 |
MadeOnSol
Claim
Real-time Solana trading intelligence: track 1,069 KOL wallets with <3s latency…
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| 46772 |
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
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| 46773 |
env-blueprint-validator
Claim
Cloudflare Workers MCP server: env-blueprint-validator
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| 46774 |
suitecrm-mcp
Claim
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-en…
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| 46775 |
litellm-mcp
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Give AI agents access to 100+ LLMs. Call any model, compare outputs.
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| 46776 |
kanban-lite
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MCP server for AI agents to manage a lightweight kanban board stored as markdow…
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| 46777 |
MCP server for Cloudflare D1 database introspection, providing schema analysis,…
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| 46778 |
Network MCP Lab
Claim
MCP server for executing show commands and managing Cisco IOS-XE network device…
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| 46779 |
emoji-ai-mcp
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emoji-ai-mcp MCP server by MEOK AI Labs
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| 46780 |
AI-powered quantitative research assistant with 45 tools for causal inference m…
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| 46781 |
hive-mcp-lateration
Claim
A remote MCP server for Structural Lateration that provides tools to price, min…
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| 46782 |
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
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| 46783 |
Exa MCP Server
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Enable AI assistants to perform web searches using Exa's powerful search API. G…
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| 46784 |
SNOMED CT MCP Server
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An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR …
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| 46785 |
mcp-mfapi-india
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Enables querying Indian mutual fund NAV data through MFAPI.in, providing net as…
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| 46786 |
A local MCP server implementation that interacts with DuckDB and MotherDuck dat…
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| 46787 |
Slack MCP
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Enables Slack workspace integration including channel creation, user invites, m…
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| 46788 |
prospector-mcp
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Enables running Prospector static analysis on Python files or directories via M…
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| 46789 |
This MCP server allows an AI assistants to search for flight information online…
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| 46790 |
tmux-mcp
Claim
A persistent, stateful MCP server that exposes a detached tmux session to clien…
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| 46791 |
Obsidian MCP for ChatGPT
Claim
This MCP server bridges ChatGPT web with an Obsidian vault, allowing ChatGPT to…
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| 46792 |
Enables conversational AI to fetch live World Cup matches, standings, results, …
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| 46793 |
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
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| 46794 |
Fillout.io MCP Server
Claim
Enables form management, response handling, and analytics through the Fillout.i…
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| 46795 |
files-vector-mcp-server
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一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
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| 46796 |
dr-mcp
Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
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| 46797 |
svc-mcp-server
Claim
Enables AI assistants to interact with IBM SVC storage systems, checking system…
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| 46798 |
karate-graph-mcp
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Enables analysis of Karate framework feature files, extracting dependencies and…
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| 46799 |
mcp-research-pipeline
Claim
Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a resea…
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| 46800 |
Enables integration with Google Cloud Vertex AI Search for enterprise search ca…
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