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Vetted Servers(8554)
treesitter-mcp
by Christoph
Facilitates AI-powered code analysis and refactoring by exposing code structure, usage, and diff analysis across multiple languages via the Model Context Protocol (MCP).
Facilitates AI-powered code analysis and refactoring by exposing code structure, usage, and diff analysis across multiple languages via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Rust toolchain (1.70 or later)
- ⚠️Requires configuring an absolute path to the compiled binary for client applications
Verified SafeView Analysis
note_MCP_server
by annpannmannnouta-afk
Enables AI assistants to programmatically interact with Note.com, offering features like article search, user RSS feed retrieval, content reading, and draft creation.
Enables AI assistants to programmatically interact with Note.com, offering features like article search, user RSS feed retrieval, content reading, and draft creation.
Setup Requirements
- ⚠️Requires manual extraction of a `note_session` cookie from the browser to enable the `create_draft` functionality.
- ⚠️Requires Python 3 and installation of dependencies via `pip install -r requirements.txt`.
Verified SafeView Analysis
another-keycloak-mcp
by aelkz
This MCP server enables AI assistants to manage Keycloak Identity and Access Management operations safely and efficiently, offering comprehensive tools for user, group, realm, authentication, and client scope management.
This MCP server enables AI assistants to manage Keycloak Identity and Access Management operations safely and efficiently, offering comprehensive tools for user, group, realm, authentication, and client scope management.
Setup Requirements
- ⚠️Requires Node.js 18+ to run.
- ⚠️Requires a running Keycloak Server (v26.4.5 recommended) with admin credentials or a configured service account.
- ⚠️The default Keycloak client secret ('test12345') is hardcoded; users MUST override `KEYCLOAK_CLIENT_SECRET` via environment variables for production environments to avoid security vulnerabilities.
Verified SafeView Analysis
m95-mcp
by dbshadow
Manages M95 network devices, controlling functionalities and exposing them as tools for automated agents and AI assistants via a FastMCP server.
Manages M95 network devices, controlling functionalities and exposing them as tools for automated agents and AI assistants via a FastMCP server.
Setup Requirements
- ⚠️Requires a `.env` file with M95_HOST, M95_USER, and M95_PASSWORD configured.
- ⚠️Disables SSL certificate verification (`verify=False`) for device communication, posing a security risk (MITM vulnerability).
- ⚠️Requires Python 3 and dependencies listed in `requirements.txt`, including the `fastmcp` library.
Review RequiredView Analysis
credential-free
by skutry
A local MCP server and CLI tool for static analysis to detect hardcoded API keys, tokens, and credentials in source code and files.
A local MCP server and CLI tool for static analysis to detect hardcoded API keys, tokens, and credentials in source code and files.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Optional dependencies (tree-sitter, tree-sitter-python, tree-sitter-javascript) are needed for 'deep' scanning profile's AST analysis.
Verified SafeView Analysis
incident-timeline-mcp
by ian-de-marcellus
Extracts structured information from incident response logs to aid in timeline analysis, action tracking, entity identification, and severity assessment.
Extracts structured information from incident response logs to aid in timeline analysis, action tracking, entity identification, and severity assessment.
Setup Requirements
- ⚠️Requires Claude Desktop to be installed and running to use as an MCP server.
- ⚠️The Claude Desktop configuration requires absolute file paths for the Python interpreter and the server.py script.
- ⚠️Requires a Python 3 virtual environment and dependency installation (`pip install -r requirements.txt`).
Verified SafeView Analysis
mcppractice
by Rayaannotfound
This MCP server provides tools for an AI agent to fetch cryptocurrency news and prices, send emails, and create tasks in an external system.
This MCP server provides tools for an AI agent to fetch cryptocurrency news and prices, send emails, and create tasks in an external system.
Setup Requirements
- ⚠️Requires an SMTP server configured with credentials for sending emails.
- ⚠️Requires an external 'TASK_API_BASE' endpoint for task creation and a corresponding 'TASK_API_TOKEN'.
- ⚠️Requires Python packages 'fastmcp', 'requests', and 'feedparser' to be installed.
Verified SafeView Analysis
examples
by Cronos402
A Next.js application demonstrating how to build an OpenAI Apps SDK compatible MCP server with widget rendering in ChatGPT.
A Next.js application demonstrating how to build an OpenAI Apps SDK compatible MCP server with widget rendering in ChatGPT.
Setup Requirements
- ⚠️OpenAI developer mode is required to connect the MCP server to ChatGPT.
- ⚠️The `auth-example` requires an external authentication service URL (`NEXT_PUBLIC_AUTH_URL`).
- ⚠️The `cronos-weather-server` requires configuring a Cronos wallet address for payment reception and the Cronos402 CLI for testing paid tools.
Verified SafeView Analysis
mcp-gitlab-mcp-server2
by bioanywhere
This repository provides Docker deployment configuration for an MCP (Managed Cloud Platform) server, enabling its build and execution.
This repository provides Docker deployment configuration for an MCP (Managed Cloud Platform) server, enabling its build and execution.
Setup Requirements
- ⚠️Docker Desktop or Engine required for local development and deployment.
- ⚠️Authentication to GitHub Container Registry may be required if the image is private.
Verified SafeView Analysis
ags-api-mcp-server
by AccelByte
Provides AI assistants with access to AccelByte Gaming Services APIs through OpenAPI integration.
Provides AI assistants with access to AccelByte Gaming Services APIs through OpenAPI integration.
Setup Requirements
- ⚠️Requires AccelByte OAuth Client configuration in Admin Portal, with a Redirect URI that exactly matches the server's configured URI (e.g., http://localhost:3000/oauth/callback).
- ⚠️Docker is the recommended deployment method for easy integration with AI Assistants, implying it's a necessary component for the intended quick start setup.
- ⚠️The 'openapi-specs' directory must be populated with valid OpenAPI definitions, which may require a separate process or source for users beyond the initial setup.
Verified SafeView Analysis
facebook-ads-mcp
by patpil-cloudflare-mcp
Production-ready Cloudflare MCP server for Facebook Ad Library competitive intelligence, combining Apify scraping with AI-powered strategic analysis and format aggregation.
Production-ready Cloudflare MCP server for Facebook Ad Library competitive intelligence, combining Apify scraping with AI-powered strategic analysis and format aggregation.
Setup Requirements
- ⚠️Requires configuration of multiple Cloudflare bindings (D1, KV, Durable Objects) and external API keys (WorkOS, Apify, Cloudflare AI Gateway).
- ⚠️An active Apify account is mandatory, along with the `apify/facebook-ads-scraper` Actor configured for use.
- ⚠️A manual code change is required for Zod v4 compatibility (`z.string().url()` to `z.url()`) in `src/server.ts` and `src/api-key-handler.ts` as detailed in `MIGRATION_PLAN.md`.
Verified SafeView Analysis
kubeagentics-catalog
by kubeagentics
Provides a curated, machine-readable catalog of Kubernetes-relevant Model Context Protocol (MCP) servers, facilitating their discovery and one-click installation within the KubeAgentics platform.
Provides a curated, machine-readable catalog of Kubernetes-relevant Model Context Protocol (MCP) servers, facilitating their discovery and one-click installation within the KubeAgentics platform.
Setup Requirements
- ⚠️Requires Node.js and npm/npx to execute the described MCP servers.
- ⚠️Most MCP servers require specific environment variables (e.g., API keys, URLs) that must be provided by the user.
- ⚠️Relies on external npm packages which must be accessible from the network where KubeAgentics executes them.