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Vetted Servers(9120)
DeltaMCP
by bajpainaman
Enhances AI assistants with syntax-highlighted and colorized Git diffs, blame, and grep output via Model Context Protocol.
Enhances AI assistants with syntax-highlighted and colorized Git diffs, blame, and grep output via Model Context Protocol.
Setup Requirements
- ⚠️Requires git-delta (installed via Cargo).
- ⚠️Requires Git.
- ⚠️Requires Python 3.10+.
- ⚠️MCP client configuration requires absolute paths to the server directory.
- ⚠️The client application must be fully restarted after configuration changes for the server to be recognized.
Verified SafeView Analysis
mcp_server_yt
by amberofficil
Unable to determine the specific use case as no source code was provided for analysis.
Unable to determine the specific use case as no source code was provided for analysis.
Review RequiredView Analysis
Zomato-MCP-Demo
by akbfar
This application allows users to connect to a Zomato MCP Server via Claude Desktop to search for restaurants, browse menus, and place food orders using AI technologies.
This application allows users to connect to a Zomato MCP Server via Claude Desktop to search for restaurants, browse menus, and place food orders using AI technologies.
Setup Requirements
- ⚠️Requires downloading and installing an executable (.exe or .zip) from an external release page, which carries security risks without source code verification.
- ⚠️Requires an internet connection for fetching restaurant data.
- ⚠️Requires server details (API key and endpoint URL) from Zomato, to be entered in the application's settings.
Review RequiredView Analysis
mcp-server-prueba
by mayorGonzalez
Exposes VoltAgent AI agents and their integrated tools over the Model Context Protocol (MCP) using a Hono HTTP server, enabling discovery and invocation by compatible IDEs.
Exposes VoltAgent AI agents and their integrated tools over the Model Context Protocol (MCP) using a Hono HTTP server, enabling discovery and invocation by compatible IDEs.
Setup Requirements
- ⚠️Requires Node.js 20+ and pnpm.
- ⚠️OPENAI_API_KEY must be configured in your environment for AI agent functionality.
- ⚠️BUILDERBOT_API_KEY must be configured in your environment to interact with BuilderBot project management tools.
Verified SafeView Analysis
life-tracker-mcp-server
by pinchasn81
MCP server for LifeTracker DynamoDB integration, providing tools for activity logging and memory management related to health and daily life.
MCP server for LifeTracker DynamoDB integration, providing tools for activity logging and memory management related to health and daily life.
Setup Requirements
- ⚠️Requires AWS Account and IAM User with DynamoDB permissions.
- ⚠️Requires a Global Secondary Index (GSI) named 'user_name-index' on the 'ActivityLog' and 'MemoryEntry' tables for optimal performance; falls back to slower scan operations if not present.
- ⚠️Known deployment issue with FastMCP cloud platform ('Already running asyncio in this thread' error); alternative deployment platforms like AWS Lambda or Docker are recommended.
- ⚠️DynamoDB table names need to be configured via `TABLE_PREFIX` environment variable or directly match expected names ('ActivityLog', 'MemoryEntry').
Verified SafeView Analysis
storybook-mcp-server
by ansariwaqqas
This repository contains several independent C++ command-line programs demonstrating fundamental programming concepts such as control flow, operators, and a basic student record management system; it does not implement a server.
This repository contains several independent C++ command-line programs demonstrating fundamental programming concepts such as control flow, operators, and a basic student record management system; it does not implement a server.
Setup Requirements
- ⚠️Requires a C++ compiler (e.g., GCC/G++).
- ⚠️The use of Variable Length Arrays (VLAs) in 'studentrecord.cpp' is a C99 feature and a GNU C++ extension, which may not compile with all standard C++ compilers (e.g., MSVC without specific flags). For broader compatibility, `std::vector` should be used instead.
Verified SafeView Analysis
mcp-oauth-mcpserver-blueprint
by huberp
MCP server with OAuth 2.1 authentication for secure GitHub API access, designed to run locally in MCP hosts like Visual Studio Code.
MCP server with OAuth 2.1 authentication for secure GitHub API access, designed to run locally in MCP hosts like Visual Studio Code.
Setup Requirements
- ⚠️Requires GitHub OAuth App credentials (OAUTH_CLIENT_ID, OAUTH_CLIENT_SECRET) which involve a multi-step manual setup on GitHub.
- ⚠️Requires Python 3.12+.
- ⚠️Docker is recommended for deployment, adding a dependency for development environment setup.
Review RequiredView Analysis
OpenScout
by boxcalfdevelopmentallearning748
OpenScout is a Perplexity-inspired answer engine that provides well-researched and cited responses to user questions using web search, retrieval, and LLM synthesis.
OpenScout is a Perplexity-inspired answer engine that provides well-researched and cited responses to user questions using web search, retrieval, and LLM synthesis.
Setup Requirements
- ⚠️Requires multiple external API keys (at least one LLM, Tavily, and OpenAI for embeddings).
- ⚠️Uses local FAISS index and SQLite database for storage, consuming disk space and memory during operation.
Verified SafeView Analysis
mcp-server-template
by fast-ish
A template for building Model Context Protocol (MCP) servers, enabling AI assistants to interact with external tools, data, and reusable prompts in a structured way.
A template for building Model Context Protocol (MCP) servers, enabling AI assistants to interact with external tools, data, and reusable prompts in a structured way.
Setup Requirements
- ⚠️Requires manual configuration of `~/.config/Claude/claude_desktop_config.json` to connect to Claude Desktop.
- ⚠️Specific package managers are recommended for each language (pnpm for TypeScript, uv for Python), which may require prior installation.
- ⚠️File system access capabilities depend on setting the `MCP_ALLOWED_DIR` environment variable to a secure, allowed directory.
- ⚠️Requires either Node.js (v18, 20, or 22) or Python (v3.11, 3.12, or 3.13) depending on the chosen language.
Verified SafeView Analysis
pviz-mcp-server
by mikebmac86
Exposes polyglot dependency analysis capabilities (circular dependencies, metrics, architecture comparison) for Python, TypeScript, JavaScript, Java, and Go projects to LLMs via the Model Context Protocol.
Exposes polyglot dependency analysis capabilities (circular dependencies, metrics, architecture comparison) for Python, TypeScript, JavaScript, Java, and Go projects to LLMs via the Model Context Protocol.
Setup Requirements
- ⚠️Requires a pvizgenerator.com account with tokens for API usage (paid service).
- ⚠️Requires Python 3.8+.
- ⚠️A JWT token must be configured via environment variable (PVIZ_JWT_TOKEN) or file (PVIZ_JWT_TOKEN_FILE).
Verified SafeView Analysis
postgres-mcp-server
by swethasalunke-tech
Provides an AWS Model Context Protocol (MCP) server for secure, controlled interaction with PostgreSQL databases via the RDS Data API, supporting SQL query execution and schema retrieval.
Provides an AWS Model Context Protocol (MCP) server for secure, controlled interaction with PostgreSQL databases via the RDS Data API, supporting SQL query execution and schema retrieval.
Setup Requirements
- ⚠️Requires an AWS RDS PostgreSQL instance and an AWS Secrets Manager secret for database credentials.
- ⚠️Requires specific AWS IAM permissions for rds-data actions on the specified RDS cluster and secret.
- ⚠️Needs resource_arn, secret_arn, database, region, and readonly flag to be provided as command-line arguments.
Verified SafeView Analysis
weather-mcp
by rdwj
Provides real-time and historical US weather data, forecasts, and generates weather reports using MCP (Model Context Protocol) for consumption by AI/LLMs.
Provides real-time and historical US weather data, forecasts, and generates weather reports using MCP (Model Context Protocol) for consumption by AI/LLMs.
Setup Requirements
- ⚠️Requires `NOAA_CDO_TOKEN` environment variable (obtain free API key from NOAA) for historical weather data.
- ⚠️Requires OpenShift CLI (`oc`) for deployment to OpenShift clusters.
- ⚠️Python 3.11+ is required.