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Vetted Servers(8554)
inspector
by mohamedsalahnassar
The MCP Inspector serves as a client UI for interacting with and debugging Model Context Protocol (MCP) servers, allowing users to visualize resources, prompts, tools, and monitor API traffic, notifications, and manage OAuth authentication flows.
The MCP Inspector serves as a client UI for interacting with and debugging Model Context Protocol (MCP) servers, allowing users to visualize resources, prompts, tools, and monitor API traffic, notifications, and manage OAuth authentication flows.
Setup Requirements
- ⚠️Requires a running MCP server to connect to, or can run its own proxy.
- ⚠️If connecting via the 'proxy' connection type (default), the MCP Inspector Proxy needs to be running. This proxy server requires a session token for authentication (displayed in console on startup, or disabled via `DANGEROUSLY_OMIT_AUTH` environment variable).
- ⚠️For 'direct' connection type, the target MCP server must be configured with Cross-Origin Resource Sharing (CORS) headers to allow requests from the Inspector's origin (e.g., http://localhost:6274).
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test-remote-mcp
by Diptanshu-Bhardwaj
Manages and tracks personal expenses through an API, allowing users to add, list, and summarize financial entries.
Manages and tracks personal expenses through an API, allowing users to add, list, and summarize financial entries.
Setup Requirements
- ⚠️Python 3.12+ required
- ⚠️Database is stored in a temporary directory, meaning data may not persist across system restarts or cleanups. For persistent data, the DB_PATH should be configured to a stable location.
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ai-session-tracker-mcp
by mgrandau
Track AI coding sessions to measure developer productivity and calculate ROI.
Track AI coding sessions to measure developer productivity and calculate ROI.
Setup Requirements
- ⚠️Requires Python 3.13 or higher.
- ⚠️Web dashboard charts require `matplotlib` for full functionality (falls back to SVG placeholder if not installed).
- ⚠️The `create_issues.py` utility depends on the `gh CLI` (GitHub CLI) being installed and authenticated.
- ⚠️If the web dashboard is run with `--dashboard-host 0.0.0.0`, it will be exposed to the network without authentication.
- ⚠️Service installation (`ai-session-tracker install --service`) is platform-specific, relying on `systemd` (Linux), `launchd` (macOS), or `Task Scheduler` (Windows).
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mcp_server
by ecsavigne
The server exposes specific functions ('tools') like getting the current time in a city or greeting a person, via the Model Context Protocol over HTTP.
The server exposes specific functions ('tools') like getting the current time in a city or greeting a person, via the Model Context Protocol over HTTP.
Setup Requirements
- ⚠️Requires Go programming language installed to build and run.
- ⚠️Relies on the Model Context Protocol Go SDK.
- ⚠️The server listens on localhost:8080, which must be available.
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Job-Search-Chatbot
by MavJames
An interactive AI assistant helping job seekers discover openings, tailor application documents like resumes and cover letters, and track career goals.
An interactive AI assistant helping job seekers discover openings, tailor application documents like resumes and cover letters, and track career goals.
Setup Requirements
- ⚠️Requires OpenAI API Key or Azure OpenAI credentials (paid services).
- ⚠️Requires Node.js 18+ for the filesystem MCP server.
- ⚠️The optional 'FILESYSTEM_ROOT' environment variable should be set carefully to limit the filesystem MCP server's access.
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Argus
by IT-Square-Plus
An MCP server that provides comprehensive access to Brave Search API (web, image, video, news, autocomplete, spellcheck) for AI assistants like Claude Code.
An MCP server that provides comprehensive access to Brave Search API (web, image, video, news, autocomplete, spellcheck) for AI assistants like Claude Code.
Setup Requirements
- ⚠️Requires Brave Search API Keys (Data for Search is mandatory, others optional, free tiers available but require credit card verification).
- ⚠️Requires Docker & Docker Compose installed.
- ⚠️Requires Python 3.13 or newer.
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akai_mcp
by skenglord
Provides voice/text command control for a cloud-hosted analogue drum machine, sampler, and sequencer via an MCP server.
Provides voice/text command control for a cloud-hosted analogue drum machine, sampler, and sequencer via an MCP server.
Setup Requirements
- ⚠️Requires an existing or setup MCP (Master Control Program) server environment.
- ⚠️Likely requires external API keys for voice-to-text and natural language understanding services (e.g., OpenAI, Google Cloud, AWS Lex/Polly), which may incur costs.
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filesystem-frontmatter-mcp
by kzmshx
An MCP server for querying Markdown frontmatter with DuckDB SQL, supporting optional semantic search for document embeddings.
An MCP server for querying Markdown frontmatter with DuckDB SQL, supporting optional semantic search for document embeddings.
Setup Requirements
- ⚠️Requires `FRONTMATTER_BASE_DIR` environment variable to be set to a valid directory path.
- ⚠️Enabling semantic search (`FRONTMATTER_ENABLE_SEMANTIC=true`) requires large dependencies (~1GB) and may necessitate setting `MCP_TIMEOUT` to '300000' (5 minutes) or higher to prevent installation timeouts.
- ⚠️Requires Python 3.11 or higher.
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pg_mcp
by scionoftech
Enables natural language querying of PostgreSQL databases using AI.
Enables natural language querying of PostgreSQL databases using AI.
Setup Requirements
- ⚠️Requires Anthropic API Key (Paid)
- ⚠️Docker and Docker Compose are required
- ⚠️Python 3.11 or higher is recommended for local development
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WHATSAPP-MCP-CLIENT
by Harikrishnan46624
Orchestrate an AI agent to send WhatsApp messages by connecting to a Multi-Cloud Platform (MCP) server.
Orchestrate an AI agent to send WhatsApp messages by connecting to a Multi-Cloud Platform (MCP) server.
Setup Requirements
- ⚠️Requires a Multi-Cloud Platform (MCP) server running locally (defaults to http://127.0.0.1:2001/mcp).
- ⚠️Requires an OpenAI API Key for the 'gpt-4o-mini' agent model (paid service).
- ⚠️Requires Python 3.14 or higher.
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gfrestaurants-mcp-streamable
by stevenwall
Manages or streams data for a restaurant platform, potentially related to a Master Control Program or Multi-Channel Platform.
Manages or streams data for a restaurant platform, potentially related to a Master Control Program or Multi-Channel Platform.
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FBW-MCP-iCal
by KaiserUndGott
Manages iCloud, local, and subscribed calendars on macOS by listing, creating, updating, and deleting events.
Manages iCloud, local, and subscribed calendars on macOS by listing, creating, updating, and deleting events.
Setup Requirements
- ⚠️Requires macOS 12.0 or newer.
- ⚠️Requires Node.js 18+.
- ⚠️Requires manual configuration in Claude Desktop's config file (`~/.claude/claude_desktop_config.json`).
- ⚠️Needs explicit user permission via macOS System Settings for 'Automation' to allow Claude to control the 'Calendar' application.