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Vetted Servers(8554)
rememberly
by jon-fox
This MCP server manages and stores conversational context and chat history, likely to enhance AI model recall and consistency for chat applications.
This MCP server manages and stores conversational context and chat history, likely to enhance AI model recall and consistency for chat applications.
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shakespeare
by hegner123
Provides Playwright-based browser automation and CSS Object Model (CSSOM) inspection for web development and debugging.
Provides Playwright-based browser automation and CSS Object Model (CSSOM) inspection for web development and debugging.
Setup Requirements
- ⚠️Requires Node.js installed locally.
- ⚠️Requires Playwright Chromium browser binary installed via `npx playwright install chromium`.
- ⚠️Potential for high token usage if `evaluate` tool returns large content directly (up to 200,000 characters by default).
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miskatonic-mcp
by rlyeh-dev
Enables LLMs to execute Lua code within a sandboxed environment for tool use and context generation.
Enables LLMs to execute Lua code within a sandboxed environment for tool use and context generation.
Setup Requirements
- ⚠️Requires Odin programming language installed to build and run.
- ⚠️Relies on Lua 5.4 runtime dependency.
- ⚠️Only supports stdio communication, no HTTP server is provided.
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PaidSearchNav-MCP
by datablogin
Provides comprehensive analysis and recommendations for Google Ads campaign optimization, leveraging Google Ads, BigQuery, and Google Analytics 4 data for performance monitoring and issue detection.
Provides comprehensive analysis and recommendations for Google Ads campaign optimization, leveraging Google Ads, BigQuery, and Google Analytics 4 data for performance monitoring and issue detection.
Setup Requirements
- ⚠️Google Ads API Key setup (Developer Token, OAuth Client ID/Secret, Refresh Token required)
- ⚠️Google Cloud Project with BigQuery and GA4 API access enabled, requires credentials (Service Account or ADC)
- ⚠️Redis server required for caching and rate limiting (can be run via Docker Compose)
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mcp_server_fhir
by arapodcho
Integrates a Multi-Cloud Platform (MCP) server with a FHIR API to retrieve, manage, and format clinical healthcare data, often for use in AI-powered clinical assistant applications.
Integrates a Multi-Cloud Platform (MCP) server with a FHIR API to retrieve, manage, and format clinical healthcare data, often for use in AI-powered clinical assistant applications.
Setup Requirements
- ⚠️Requires access to a FHIR API server (default is hapi.fhir.org/baseR4).
- ⚠️Requires FHIR API credentials (Client ID, Client Secret, Token Endpoint) if the FHIR server requires authentication.
- ⚠️Requires Python dependencies: httpx, requests, python-dotenv, and the FastMCP framework.
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gdelt-mcp
by ledgerW
Model Context Protocol server providing AI agents with access to GDELT 2.0 (Global Database of Events, Language, and Tone) via Google BigQuery for cost-optimized querying.
Model Context Protocol server providing AI agents with access to GDELT 2.0 (Global Database of Events, Language, and Tone) via Google BigQuery for cost-optimized querying.
Setup Requirements
- ⚠️Requires a Google Cloud Platform (GCP) project with BigQuery API enabled, which is a paid service.
- ⚠️Requires setting up a GCP service account with BigQuery Data Viewer and BigQuery Job User roles, and obtaining its JSON key or credentials.
- ⚠️Python 3.11+ is required, along with the `uv` package manager.
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mcp-server
by matuteduro
To serve a React design system's components and instructions to an LLM via Model Context Protocol (MCP) for guided UI generation.
To serve a React design system's components and instructions to an LLM via Model Context Protocol (MCP) for guided UI generation.
Setup Requirements
- ⚠️Requires a 'design-system.json' file to be present in the root directory relative to 'src/mcp-server.js'.
- ⚠️Requires Node.js runtime.
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n8n.mcp
by Cloud-Ops-Dev
This server is a multi-cloud infrastructure orchestration platform that combines n8n automation with Terraform to build, deploy, and manage distributed applications across AWS, IBM Cloud, and on-premises environments, featuring an AI-assisted workflow creation via MCP.
This server is a multi-cloud infrastructure orchestration platform that combines n8n automation with Terraform to build, deploy, and manage distributed applications across AWS, IBM Cloud, and on-premises environments, featuring an AI-assisted workflow creation via MCP.
Setup Requirements
- ⚠️Requires Docker and Docker Compose to be installed and running.
- ⚠️Requires AWS and IBM Cloud accounts with appropriate API keys and SSH key pairs configured.
- ⚠️Requires SSH access to a local AMD workstation and a specific Arch workstation (192.168.1.43) for the full message queue demo.
- ⚠️Initial setup requires populating sensitive credentials (API keys, SSH paths, passwords) in `docker/.env`.
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personal-semantic-search-mcp
by Ethan2298
Enables semantic search over local notes and documents, integrated with MCP-compatible clients like Claude Code.
Enables semantic search over local notes and documents, integrated with MCP-compatible clients like Claude Code.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️First startup involves downloading an ~80MB embedding model, taking ~10 seconds.
- ⚠️Requires ~500MB of disk space for the model and dependencies.
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mcp-server-metabase
by ForestAdmin
Connects AI agents to Metabase BI platform, providing comprehensive access to databases, saved questions, dashboards, collections, and query execution.
Connects AI agents to Metabase BI platform, providing comprehensive access to databases, saved questions, dashboards, collections, and query execution.
Setup Requirements
- ⚠️Requires access to a Metabase instance (self-hosted or cloud).
- ⚠️Requires a Metabase API key or username/password to connect to Metabase.
- ⚠️Requires a manually generated MCP_AUTH_TOKEN for server authentication.
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saved-posts-mcps
by ach968
Aggregates and provides search capabilities for a user's saved posts/bookmarks from Reddit and X (Twitter) via MCP tools.
Aggregates and provides search capabilities for a user's saved posts/bookmarks from Reddit and X (Twitter) via MCP tools.
Setup Requirements
- ⚠️Requires exporting browser cookies for Reddit and X (Twitter) and providing them via environment variables (X_COOKIES_FILE/X_COOKIES, REDDIT_COOKIES_FILE/REDDIT_COOKIES) or default paths.
- ⚠️Requires setting the REDDIT_USERNAME environment variable for Reddit scraping.
- ⚠️Requires Playwright browser binaries to be installed (`uv run playwright install chromium`).
- ⚠️Requires Python 3.13 or higher.
- ⚠️If running via Docker, Docker daemon must be running.
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mcp-server-weather
by truck-intel
A simple Model Context Protocol (MCP) server that provides static weather information.
A simple Model Context Protocol (MCP) server that provides static weather information.