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Vetted Servers(8554)
mcp-threatintel
by aplaceforallmystuff
MCP server providing unified access to multiple threat intelligence sources for security research and analysis, reducing context switching and correlating intelligence.
MCP server providing unified access to multiple threat intelligence sources for security research and analysis, reducing context switching and correlating intelligence.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️API keys for AlienVault OTX, AbuseIPDB, GreyNoise, and abuse.ch are optional but required for full functionality (Feodo Tracker works without a key).
- ⚠️Requires configuration in Claude Desktop or ~/.claude.json to integrate with the Model Context Protocol.
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jadx-daemon-mcp
by wrlu
Decompile and analyze Android application binaries (APKs, DEX, JAR) by exposing a programmatic HTTP API.
Decompile and analyze Android application binaries (APKs, DEX, JAR) by exposing a programmatic HTTP API.
Setup Requirements
- ⚠️Requires a Java Runtime Environment (JRE) to run the Jadx daemon.
- ⚠️The Java Jadx daemon must be compiled and run as a separate process before the Python 'server.py' script (the MCP entry point) can be used, as 'server.py' acts as a client to the Java daemon and does not start it.
- ⚠️Can consume significant memory, especially when loading large Android binaries or managing multiple Jadx instances, potentially leading to OutOfMemory errors.
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mcp-google-ads
by mikdeangelis
Manages Google Ads campaigns, ad groups, ads, keywords, and assets, while providing performance insights and optimization recommendations through a Model Context Protocol (MCP) server.
Manages Google Ads campaigns, ad groups, ads, keywords, and assets, while providing performance insights and optimization recommendations through a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires comprehensive Google Ads API access setup, including obtaining a developer token, OAuth2 client ID/secret, and an OAuth refresh token (involves Google Cloud Console project and an OAuth flow).
- ⚠️All Google Ads API credentials must be configured as environment variables (e.g., in a .env file) for the server to authenticate.
- ⚠️Python 3.9 or later is a prerequisite, and dependencies must be installed in a virtual environment.
- ⚠️Creating Performance Max campaigns with image assets requires providing local file paths to image files, which will then be uploaded.
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allbeapi
by TingjiaInFuture
Transforms any Python library or local script into an LLM-callable Model Context Protocol (MCP) server, enabling LLMs to execute local functions and manage stateful objects.
Transforms any Python library or local script into an LLM-callable Model Context Protocol (MCP) server, enabling LLMs to execute local functions and manage stateful objects.
Setup Requirements
- ⚠️Requires Python 3.10 or newer.
- ⚠️Client configuration examples typically use 'uv', a modern Python package installer and runner, which may need to be installed separately.
- ⚠️When exposing custom scripts, the server assumes the script is in the current working directory, or an absolute 'cwd' must be specified in the client configuration.
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x64dbg-mcp
by SetsunaYukiOvO
Provides a JSON-RPC 2.0 HTTP/SSE interface for external applications and AI agents to perform remote debugging and interact programmatically with x64dbg/x32dbg.
Provides a JSON-RPC 2.0 HTTP/SSE interface for external applications and AI agents to perform remote debugging and interact programmatically with x64dbg/x32dbg.
Setup Requirements
- ⚠️Requires Windows 10/11 (x64) for building and execution.
- ⚠️Building requires CMake 3.15+, Visual Studio 2022 (with C++ Desktop Development), and vcpkg.
- ⚠️Requires x64dbg/x32dbg installed to function as a plugin, not a standalone application.
- ⚠️Default configuration grants highly permissive access (memory write, script execution) which is a security risk; manual configuration to restrict permissions is strongly advised.
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mcpkagi
by gkjpettet
Provides a web search capability to local LLMs by integrating with the Kagi search API.
Provides a web search capability to local LLMs by integrating with the Kagi search API.
Setup Requirements
- ⚠️Requires a Kagi API Key, which typically requires a paid Kagi subscription.
- ⚠️Requires building the Xojo project from source, implying a Xojo development environment.
- ⚠️Requires manual configuration of the MCP client's mcp.json file.
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MindbodyMCP
by vespo92
Provides AI assistants with comprehensive access to the Mindbody API for managing fitness and wellness studio operations, including classes, clients, staff, sales, appointments, and enrollments.
Provides AI assistants with comprehensive access to the Mindbody API for managing fitness and wellness studio operations, including classes, clients, staff, sales, appointments, and enrollments.
Setup Requirements
- ⚠️Requires Mindbody API credentials (API Key, Site ID, Source Name, Source Password), which may require a Mindbody developer account and potentially a paid Mindbody subscription for a real site.
- ⚠️Requires Bun 1.0+ or Node.js 18+ runtime to operate.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop) to interact with the server's tools.
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mcp-marketplace
by aiagenta2z
A comprehensive AI agent framework that facilitates tool orchestration and access to a marketplace of MCP (Model Context Protocol) servers, offering a web-based client for chat, administration, and benchmarking.
A comprehensive AI agent framework that facilitates tool orchestration and access to a marketplace of MCP (Model Context Protocol) servers, offering a web-based client for chat, administration, and benchmarking.
Setup Requirements
- ⚠️Requires API keys for integrated LLM providers (Qwen, OpenAI, Claude, etc.), which are paid services.
- ⚠️Many MCP servers rely on Node.js/NPM, which must be installed on the system to run them.
- ⚠️Requires Python 3.11 or higher.
- ⚠️Running with an untrusted `mcp_config.json` file is a severe security risk due to arbitrary command execution capabilities.
- ⚠️Defaults to `0.0.0.0` host, which means public network exposure if not run behind a firewall or restricted network environment.
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tiflux-mcp
by tiflux
Provides a Model Context Protocol (MCP) server for integrating with the TiFlux API to manage tickets, clients, and internal communications, deployable on AWS Lambda.
Provides a Model Context Protocol (MCP) server for integrating with the TiFlux API to manage tickets, clients, and internal communications, deployable on AWS Lambda.
Setup Requirements
- ⚠️Requires `TIFLUX_API_KEY` environment variable for TiFlux API access.
- ⚠️Requires Node.js (version 24.x is explicitly mentioned in `start.sh`, implying a specific runtime dependency or recommendation).
- ⚠️Designed for AWS Lambda Function URLs, requiring an AWS account and SAM CLI for full deployment experience, though local execution via `stdio` is possible.
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dev-workflow-mcp-server
by programinglive
Enforce development workflow discipline by guiding developers through a sequence of best practices (testing, documentation, commit, release) using an MCP (Model Context Protocol) server.
Enforce development workflow discipline by guiding developers through a sequence of best practices (testing, documentation, commit, release) using an MCP (Model Context Protocol) server.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires Git installed and configured (`user.name`, `user.email`).
- ⚠️Windows users may need Python 3 and Visual Studio Build Tools for `better-sqlite3` native module dependencies during `npm install`.
- ⚠️Requires an MCP-compatible AI assistant (e.g., Claude Desktop, Antigravity) for full interaction.
- ⚠️The `API_BASE_URL` in `web/lib/api-client.ts` is hardcoded to a Cloudflare tunnel address; this will need to be updated if you host the Next.js frontend and API separately.
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cakephp-synapse
by josbeir
Exposes CakePHP application functionality as tools, resources, and prompts to AI assistants via the Model Context Protocol, primarily for development workflows like code review, debugging, and documentation search.
Exposes CakePHP application functionality as tools, resources, and prompts to AI assistants via the Model Context Protocol, primarily for development workflows like code review, debugging, and documentation search.
Setup Requirements
- ⚠️Requires PHP 8.2 or higher.
- ⚠️Requires CakePHP 5.2 or higher.
- ⚠️Requires SQLite FTS5 extension enabled for documentation search.
- ⚠️Requires Git command-line tool for cloning documentation repositories.
- ⚠️The '--inspect' feature requires Node.js and npx installed.
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lazy-mcp-preload
by IAMSamuelRodda
An aggregating MCP proxy that reduces context window usage by ~95% while providing zero-latency tool execution for LLMs like Claude Code.
An aggregating MCP proxy that reduces context window usage by ~95% while providing zero-latency tool execution for LLMs like Claude Code.
Setup Requirements
- ⚠️Requires Go 1.21+ to build and run the proxy.
- ⚠️Dependencies like Python 3, `jq`, and `envsubst` are required for the bootstrap script.
- ⚠️The `~/.claude.json` configuration must be updated to replace direct MCP server entries with a single `mcp-proxy` entry.
- ⚠️The structure generator tool (a separate component) has a known issue where direct stdio MCP server connections can hang during initialization, recommending fetching tools via the running MCP proxy's HTTP endpoint or using pre-fetched data as a workaround.