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Vetted Servers(8554)
mcp-maxima
by toms74209200
Provides a Model Context Protocol (MCP) interface for the Maxima symbolic mathematics system, allowing clients to execute Maxima commands.
Provides a Model Context Protocol (MCP) interface for the Maxima symbolic mathematics system, allowing clients to execute Maxima commands.
Setup Requirements
- ⚠️Requires Maxima symbolic mathematics software to be installed and accessible in the system's PATH.
- ⚠️Requires Deno 2.0.0+ or Node.js 24+ runtime environment for local execution.
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kit-mcp-server
by ohadive
Enables AI assistants like Claude to securely manage email broadcasts, subscribers, and tags in Kit.com with a local-first, approval-based workflow.
Enables AI assistants like Claude to securely manage email broadcasts, subscribers, and tags in Kit.com with a local-first, approval-based workflow.
Setup Requirements
- ⚠️Requires Node.js 18 or higher and the Claude Desktop application for integration.
- ⚠️Manual configuration of Kit API Key and Secret (as environment variables) is required within Claude Desktop's `claude_desktop_config.json` file.
- ⚠️The designated `DRAFTS_PATH` directory must exist on the local filesystem if local draft functionality is used (e.g., for `create_local_draft`).
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jobnimbus-mcp-remote
by benitocabrerar
Provides an enhanced API layer for JobNimbus, offering analytics, optimization, and improved data access across various modules like CRM, financials, attachments, and project management.
Provides an enhanced API layer for JobNimbus, offering analytics, optimization, and improved data access across various modules like CRM, financials, attachments, and project management.
Setup Requirements
- ⚠️Requires a Redis server for caching and rate limiting (recommended for production).
- ⚠️Requires JobNimbus API Keys (JOBNIMBUS_API_KEY_STAMFORD or JOBNIMBUS_API_KEY_GUILFORD) configured as environment variables.
- ⚠️E2E tests require additional environment variables (TEST_JOB_ID, TEST_CONTACT_ID, RUN_E2E_TESTS=true) and are skipped by default.
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postgres12-claude-mcp-server-usage
by povesma
This server tracks and logs usage data for a Multi-Cloud Platform (MCP) into a PostgreSQL database, utilizing Claude AI for potential analysis or processing of this usage data, and exposes this functionality via a RESTful API.
This server tracks and logs usage data for a Multi-Cloud Platform (MCP) into a PostgreSQL database, utilizing Claude AI for potential analysis or processing of this usage data, and exposes this functionality via a RESTful API.
Setup Requirements
- ⚠️Requires a PostgreSQL 12+ database server.
- ⚠️Requires a Redis server for session management.
- ⚠️Requires an Anthropic API Key (Paid service) for AI integration.
- ⚠️Requires proper configuration of environment variables (e.g., via a .env file).
Verified SafeView Analysis
CVMA20-7
by zerovizboss
A mobile Android application that facilitates remote approval of prompts and decisions generated by Claude Code sessions via a local WebSocket bridge, enhancing the developer's AI coding workflow.
A mobile Android application that facilitates remote approval of prompts and decisions generated by Claude Code sessions via a local WebSocket bridge, enhancing the developer's AI coding workflow.
Setup Requirements
- ⚠️Requires manual setup and running of a Node.js WebSocket bridge server.
- ⚠️Android app requires manual local IP configuration and potentially firewall adjustments for the WebSocket connection.
- ⚠️Building the Android application from source can be complex due to Java SDK, Gradle, and Android Studio environment setup differences.
Review RequiredView Analysis
AI_case_study_1
by Labskraft-user-create
This project implements an automated, data-driven end-to-end (E2E) testing framework for an e-commerce application using Playwright and Excel for test data management.
This project implements an automated, data-driven end-to-end (E2E) testing framework for an e-commerce application using Playwright and Excel for test data management.
Setup Requirements
- ⚠️Requires Node.js (v18+)
- ⚠️Requires Playwright browser binaries (e.g., Chromium, Firefox, WebKit) to be installed via `npx playwright install`.
- ⚠️Requires an external Excel editor to conveniently manage test data in `testData.xlsx`.
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mcp-use
by syw2014
A full-stack framework for building Model Context Protocol (MCP) servers, clients, and AI agents in Python and TypeScript.
A full-stack framework for building Model Context Protocol (MCP) servers, clients, and AI agents in Python and TypeScript.
Setup Requirements
- ⚠️Requires Node.js (v20+)
- ⚠️Requires Python (v3.11+)
- ⚠️Requires pnpm (v9+)
- ⚠️Requires API key for LLM (e.g., OpenAI, Anthropic, Google) (Paid service)
- ⚠️MCP Server commands can execute arbitrary Node.js packages via npx, necessitating careful sandboxing for security
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remote-mcp-server-authless
by Abhisrajput
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, providing basic calculator functionalities without requiring authentication.
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, providing basic calculator functionalities without requiring authentication.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment.
- ⚠️Requires the Cloudflare `wrangler` CLI for local development and deployment.
- ⚠️Relies on a Cloudflare Durable Object namespace (`MCP_OBJECT`) which must be provisioned.
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mcp-learning-adapter
by babydoll1110
Optimizes Model Context Protocol (MCP) server interactions by acting as a proxy that learns to filter API responses, thereby reducing token usage (up to 80%) and improving efficiency for downstream LLM clients.
Optimizes Model Context Protocol (MCP) server interactions by acting as a proxy that learns to filter API responses, thereby reducing token usage (up to 80%) and improving efficiency for downstream LLM clients.
Setup Requirements
- ⚠️Requires an OpenAI API Key (Paid service) for the self-learning functionality, which must be configured in `config/servers.json`.
- ⚠️A `config/servers.json` file needs to be manually created and configured to specify the upstream MCP server(s) the adapter should proxy.
- ⚠️A compatible Model Context Protocol (MCP) server must be running and accessible for the adapter to connect to and optimize.
Verified SafeView Analysis
freebird-mcp-server
by kai751
The Freebird MCP server connects Claude Desktop to Microsoft Dynamics GP via the Freebird REST API, enabling AI-powered access to ERP data like sales orders, customers, and inventory.
The Freebird MCP server connects Claude Desktop to Microsoft Dynamics GP via the Freebird REST API, enabling AI-powered access to ERP data like sales orders, customers, and inventory.
Setup Requirements
- ⚠️Requires Python 3.10+ to run.
- ⚠️Mandates specific API credentials (username/password, application ID, API key) to be configured in `~/.freebird_credentials` or environment variables.
- ⚠️Requires manual configuration of Claude Desktop by editing `claude_desktop_config.json` (though an installer attempts to automate this).
- ⚠️Disables SSL certificate verification for API connections, potentially exposing data to interception.
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mcp-showcase
by Michael-Obele
A SvelteKit web application showcasing Model Context Protocol (MCP) servers, providing installation commands, and tracking submission status across various registries.
A SvelteKit web application showcasing Model Context Protocol (MCP) servers, providing installation commands, and tracking submission status across various registries.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires a PostgreSQL database.
- ⚠️Environment variables `DATABASE_URL` and `ADMIN_PASSWORD` must be set.
Verified SafeView Analysis
mcp-server-semantic-analysis
by fwornle
Performs comprehensive semantic analysis of code repositories and development activities, generating patterns and insights to build a unified knowledge base.
Performs comprehensive semantic analysis of code repositories and development activities, generating patterns and insights to build a unified knowledge base.
Setup Requirements
- ⚠️Requires at least one LLM API key (e.g., GROQ_API_KEY, ANTHROPIC_API_KEY, OPENAI_API_KEY, GOOGLE_API_KEY) or a local Ollama instance running.
- ⚠️Requires PlantUML executable for diagram generation.
- ⚠️Requires Memgraph database and the `uv` (code-graph-rag) command-line tool for advanced code graph features.