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Vetted Servers(7756)
logseq-mcp-tools
by joelhooks
Provides AI assistants structured access to a Logseq knowledge graph for retrieval, summarization, analysis, and modification.
Provides AI assistants structured access to a Logseq knowledge graph for retrieval, summarization, analysis, and modification.
Setup Requirements
- ⚠️Requires Logseq to be running with the HTTP API enabled and an authentication token configured.
- ⚠️For Claude Desktop integration, Node.js needs to be installed system-wide (e.g., via Homebrew) to avoid conflicts with version managers.
- ⚠️Absolute path to `index.ts` is crucial for client configurations (Claude Desktop, Cursor, Junie).
Verified SafeView Analysis
mcp-wordpress
by docdyhr
Acts as an AI-driven WordPress management server, providing tools for SEO optimization, content management, performance monitoring, and secure API interactions.
Acts as an AI-driven WordPress management server, providing tools for SEO optimization, content management, performance monitoring, and secure API interactions.
Setup Requirements
- ⚠️Requires a running WordPress instance (local or remote) with REST API enabled and accessible.
- ⚠️Requires WordPress Application Passwords or JWT Authentication plugin for robust authentication setup.
- ⚠️Requires environment variables for WordPress connection details and credentials (e.g., WORDPRESS_SITE_URL, WORDPRESS_USERNAME, WORDPRESS_APP_PASSWORD).
Verified SafeView Analysis
contentful-mcp-server
by contentful
This MCP server enables AI assistants to manage Contentful content, assets, and workflows using natural language.
This MCP server enables AI assistants to manage Contentful content, assets, and workflows using natural language.
Setup Requirements
- ⚠️Requires Contentful Space ID and a Contentful Management API Personal Access Token to be configured via environment variables.
- ⚠️The `get_initial_context` tool must be called first to initialize the connection and retrieve usage instructions before any other tools can be used.
- ⚠️Batch operations for publishing/unpublishing assets and entries are limited to 100 items. Archiving/unarchiving multiple assets/entries is processed sequentially and will stop at the first failure.
Verified SafeView Analysis
ava
by yutakobayashidev
AI-powered progress tracking and communication tool for developers, integrating with coding agents and Slack to reduce context switching.
AI-powered progress tracking and communication tool for developers, integrating with coding agents and Slack to reduce context switching.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Requires Docker & Docker Compose for PostgreSQL database
- ⚠️Detailed Slack App setup required (creating app, configuring OAuth, scopes, slash commands, interaction URLs)
- ⚠️Requires OpenAI API Key (paid tier recommended for consistent use)
- ⚠️Requires Stripe account and API Key (for subscription features)
Verified SafeView Analysis
just-mcp
by PromptExecution
Provides an MCP (Model Context Protocol) server for AI agents to discover, execute, and introspect Justfile recipes, enabling automated build and task management without direct shell access.
Provides an MCP (Model Context Protocol) server for AI agents to discover, execute, and introspect Justfile recipes, enabling automated build and task management without direct shell access.
Review RequiredView Analysis
geoserver-mcp
by mahdin75
Enables Large Language Models (LLMs) to interact with and manage geospatial data and services through the GeoServer REST API.
Enables Large Language Models (LLMs) to interact with and manage geospatial data and services through the GeoServer REST API.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️A running GeoServer instance with REST API enabled is prerequisite.
- ⚠️Requires GeoServer connection details (URL, username, password) to be provided via environment variables or command-line arguments.
- ⚠️If using Docker, ensure the `--storage` directory is mounted as a volume for file-related operations.
Verified SafeView Analysis
airtable-mcp
by rashidazarang
The server acts as an AI agent for Airtable, enabling natural language interaction with Airtable bases, tables, records, schemas, and webhooks, and providing AI-powered analytics and automation features through the Model Context Protocol.
The server acts as an AI agent for Airtable, enabling natural language interaction with Airtable bases, tables, records, schemas, and webhooks, and providing AI-powered analytics and automation features through the Model Context Protocol.
Setup Requirements
- ⚠️Requires an Airtable Personal Access Token (PAT) with specific scopes (e.g., data.records:read/write, schema.bases:read/write, webhook:manage).
- ⚠️Requires Node.js >=18.0.0 and Python 3.10+ to run all implementations.
- ⚠️Needs a compatible MCP client application (e.g., Claude Desktop, Cursor, Zed) to function, as it's not a standalone UI.
Verified SafeView Analysis
ollama-mcp-bridge
by jonigl
Proxies Ollama API requests, enriching /api/chat with tools from multiple Model Context Protocol (MCP) servers and orchestrating multi-round tool execution.
Proxies Ollama API requests, enriching /api/chat with tools from multiple Model Context Protocol (MCP) servers and orchestrating multi-round tool execution.
Setup Requirements
- ⚠️Requires a running Ollama server (local or remote).
- ⚠️Requires a 'mcp-config.json' file for defining MCP servers, which must be correctly formatted and accessible.
- ⚠️Requires Python >= 3.10.15.
Verified SafeView Analysis
mcp-gopls
by hloiseau
An MCP server that enables AI assistants to utilize Go's Language Server Protocol (gopls) for advanced code analysis, navigation, refactoring, and execution of Go tooling within Go workspaces.
An MCP server that enables AI assistants to utilize Go's Language Server Protocol (gopls) for advanced code analysis, navigation, refactoring, and execution of Go tooling within Go workspaces.
Setup Requirements
- ⚠️Requires Go 1.25+ to be installed.
- ⚠️Requires 'gopls' to be installed (go install golang.org/x/tools/gopls@latest).
- ⚠️Requires the '--workspace' flag or MCP_GOPLS_WORKSPACE environment variable to specify the absolute path to the Go project root.
- ⚠️Requires specific JSON configuration within the AI client (e.g., Cursor, Claude Desktop, GitHub Copilot) to connect to the MCP server.
Verified SafeView Analysis
wecom-bot-mcp-server
by loonghao
An MCP-compliant server enabling AI assistants to send various message types (text, markdown, images, files) to WeCom (WeChat Work) groups via webhooks.
An MCP-compliant server enabling AI assistants to send various message types (text, markdown, images, files) to WeCom (WeChat Work) groups via webhooks.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️A WeCom (WeChat Work) bot webhook URL must be configured as the WECOM_WEBHOOK_URL environment variable.
Verified SafeView Analysis
STAMP
by KatherLab
Enable LLM agents to orchestrate and interact with STAMP's computational pathology tools for whole-slide image analysis, biomarker prediction, model training, and inference.
Enable LLM agents to orchestrate and interact with STAMP's computational pathology tools for whole-slide image analysis, biomarker prediction, model training, and inference.
Setup Requirements
- ⚠️Requires `uv` package manager (version 0.8.5+)
- ⚠️Requires system-level OpenCV dependencies (e.g., `libgl1-mesa-glx` on Ubuntu)
- ⚠️Many advanced models and GPU features require specific CUDA compute capabilities (e.g., COBRA needs 8.0+) and can have high memory demands during compilation (`flash-attn`, `mamba-ssm`).
- ⚠️Some models may require access to gated HuggingFace repositories, potentially requiring manual authentication.
- ⚠️Server timeout for long-running tasks (e.g., preprocessing, cross-validation) needs to be adjusted in client configuration to avoid connection drops.
Review RequiredView Analysis
agentx
by can1357
AI-native terminal issue tracker for developers, providing structured task management, Git integration, and a Model Context Protocol server for agent interaction.
AI-native terminal issue tracker for developers, providing structured task management, Git integration, and a Model Context Protocol server for agent interaction.
Setup Requirements
- ⚠️Requires Rust toolchain (compiler and Cargo) for building and installation.
- ⚠️Requires Git installed and configured locally for Git integration features (branch creation, commits).