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Vetted Servers(9120)
float-mcp
by asachs01
Provides a Model Context Protocol (MCP) server for Float.com, enabling AI assistants to manage project management, resource allocation, time tracking, and team coordination.
Provides a Model Context Protocol (MCP) server for Float.com, enabling AI assistants to manage project management, resource allocation, time tracking, and team coordination.
Setup Requirements
- ⚠️Requires a Float.com account with API access and a valid API key (potentially a paid service).
- ⚠️Requires Node.js 22.0.0 or later (for local installation).
- ⚠️Docker is recommended for deployment and often used in MCP client configurations.
Verified SafeView Analysis
mcp-bash-framework
by yaniv-golan
A Bash-based framework for building and running Micro-service Context Protocol (MCP) servers, enabling the creation of custom AI-integrable tools, resources, prompts, and completions.
A Bash-based framework for building and running Micro-service Context Protocol (MCP) servers, enabling the creation of custom AI-integrable tools, resources, prompts, and completions.
Setup Requirements
- ⚠️Requires 'jq' or 'gojq' for full functionality (minimal mode available without it).
- ⚠️Requires Bash 3.2+ for core features.
- ⚠️External tools like 'git', 'curl', 'openssl', or domain-specific binaries may be required depending on resource/tool implementations.
Verified SafeView Analysis
n7m-mcp
by jonpspri
Provides AI assistants with geocoding, reverse geocoding, and OpenStreetMap object lookup capabilities via the Model Context Protocol.
Provides AI assistants with geocoding, reverse geocoding, and OpenStreetMap object lookup capabilities via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Relies on external Nominatim API, subject to its fair use policy (1 request per second).
- ⚠️Requires `uvx` for the fastest setup as an MCP server, or `uv` for local development.
Verified SafeView Analysis
plain-mcp
by tellahq
This MCP server provides a comprehensive interface for managing customer support operations, help center content, and customer data within the Plain.com platform.
This MCP server provides a comprehensive interface for managing customer support operations, help center content, and customer data within the Plain.com platform.
Setup Requirements
- ⚠️Requires a Plain.com API key with full API permissions.
- ⚠️Requires the Bun runtime to be installed.
- ⚠️Requires specific configuration in Claude Code's ~/.claude.json file.
Verified SafeView Analysis
mcp-neo4j-graphrag
by guerinjeanmarc
Extends Neo4j with vector search, fulltext search, and search-augmented Cypher queries to build powerful GraphRAG applications.
Extends Neo4j with vector search, fulltext search, and search-augmented Cypher queries to build powerful GraphRAG applications.
Setup Requirements
- ⚠️Requires a running Neo4j database instance.
- ⚠️Requires the Neo4j APOC plugin for schema discovery (`get_neo4j_schema_and_indexes` tool).
- ⚠️Requires an API key for the chosen embedding model (e.g., OPENAI_API_KEY) if using a remote/paid provider.
- ⚠️Default Neo4j connection details (URI, username, password) are insecure and must be overridden for production environments.
Verified SafeView Analysis
mcp-notes
by StarrStack
A local server for managing, searching, and organizing personal notes with structured tags and markdown support, integrated with Claude Desktop and a web interface.
A local server for managing, searching, and organizing personal notes with structured tags and markdown support, integrated with Claude Desktop and a web interface.
Setup Requirements
- ⚠️Python 3.10 or higher is required.
- ⚠️Claude Desktop application is required for core MCP server functionality.
- ⚠️Manual configuration of Claude Desktop is required, specifying the absolute path to `server.py`.
Verified SafeView Analysis
mcp-standards
by airmcp-com
A self-learning AI standards system that optimizes context, extracts patterns, and manages Claude's memory and preferences through a cost-efficient model routing architecture.
A self-learning AI standards system that optimizes context, extracts patterns, and manages Claude's memory and preferences through a cost-efficient model routing architecture.
Setup Requirements
- ⚠️Requires Node.js and npm to install and run the AgentDB vector store, which is a core component.
- ⚠️Assumes integration with the Claude Code SDK/environment as it uses `mcp.server` components.
- ⚠️Utilizes different AI models (Gemini, DeepSeek, Claude) with varying costs, requiring API keys for non-Claude models (e.g., GEMINI_API_KEY) for full cost optimization.
Verified SafeView Analysis
redmine-mcp-server
by flor3z-github
Enables AI assistants to interact with Redmine project management systems for issue, project, time, user, and wiki management.
Enables AI assistants to interact with Redmine project management systems for issue, project, time, user, and wiki management.
Setup Requirements
- ⚠️Requires Node.js >= 20.0.0.
- ⚠️Requires a Redmine instance with REST API access enabled.
- ⚠️Authentication requires either a Redmine API key or a username and password.
- ⚠️SSL/TLS configuration (e.g., for self-signed certificates or corporate proxies) may require additional environment variables like REDMINE_SSL_VERIFY or REDMINE_CA_CERT.
Verified SafeView Analysis
obsidian-mcp-sb
by CoMfUcIoS
Provides secure, intelligent, read-only access to an Obsidian vault for Large Language Models (LLMs), enabling semantic search, metadata filtering, and summarization.
Provides secure, intelligent, read-only access to an Obsidian vault for Large Language Models (LLMs), enabling semantic search, metadata filtering, and summarization.
Setup Requirements
- ⚠️Requires Node.js version 22.12 or higher to run.
- ⚠️A '--vault-path' CLI argument pointing to the Obsidian vault's absolute location is mandatory for server operation.
- ⚠️For full search and filtering functionality, Obsidian notes should adhere to a specific YAML frontmatter structure, including 'tags', 'type', 'status', 'category', 'created', and 'modified' fields. Missing or invalid frontmatter fields will be defaulted.
Verified SafeView Analysis
obs-mcp
by rhobs
An MCP (Model Context Protocol) server enabling LLMs to interact with a Prometheus monitoring instance for querying metrics.
An MCP (Model Context Protocol) server enabling LLMs to interact with a Prometheus monitoring instance for querying metrics.
Setup Requirements
- ⚠️Requires a running Prometheus instance (can be local or in-cluster).
- ⚠️Requires `uv` for evaluation setup (Python package manager).
- ⚠️Running with `--auth-mode header` (as seen in Kubernetes deployment manifest) effectively disables authentication to Prometheus via the MCP server.
- ⚠️Development requires Go 1.24+, Docker/Podman, Kind, and kubectl for E2E tests.
Review RequiredView Analysis
advanced-memory-mcp
by sandraschi
An MCP server that integrates personal knowledge management through zettelkasten, knowledge graphs, and experimental Claude Skills with AI clients like Claude Desktop and Cursor IDE.
An MCP server that integrates personal knowledge management through zettelkasten, knowledge graphs, and experimental Claude Skills with AI clients like Claude Desktop and Cursor IDE.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Windows bootstrap requires Node.js 18+, Git for Windows, and uv.
- ⚠️First use of DOCX/EPUB export features will trigger a ~100MB download for Pandoc.
Verified SafeView Analysis
mold-inventory
by patkub
An MCP server that provides an LLM with authenticated access to a mold inventory management API, allowing it to retrieve mold data on behalf of a user.
An MCP server that provides an LLM with authenticated access to a mold inventory management API, allowing it to retrieve mold data on behalf of a user.
Setup Requirements
- ⚠️Requires extensive manual Auth0 tenant configuration, including creating applications, defining resource servers, and setting up actions via `auth0-deploy-cli`.
- ⚠️Specific Auth0 Action secrets (DOMAIN, CLIENT_ID, CLIENT_SECRET) must be configured directly within the Auth0 dashboard for the `MoldInventoryPostUserRegistration` action.
- ⚠️Requires a Cloudflare KV namespace (`OAUTH_KV`) to be created and its ID configured in `wrangler.jsonc`.