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Vetted Servers(9120)
mcp-tts
by blacktop
Provides Text-to-Speech (TTS) capabilities to MCP (Model Context Protocol) clients using various AI and system-level TTS engines.
Provides Text-to-Speech (TTS) capabilities to MCP (Model Context Protocol) clients using various AI and system-level TTS engines.
Setup Requirements
- ⚠️Requires API keys for OpenAI, ElevenLabs, and/or Google TTS (these are paid services, usage costs apply).
- ⚠️The `say_tts` functionality is only available on macOS systems.
Verified SafeView Analysis
claude-session-manager-mcp
by es6kr
Manages Claude Code conversation history and sessions through CLI tools and a web-based GUI.
Manages Claude Code conversation history and sessions through CLI tools and a web-based GUI.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires Claude Code (for full MCP integration and to generate session data)
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academia_mcp
by IlyaGusev
An MCP server providing tools for searching, fetching, analyzing, and reporting on scientific papers and datasets, often powered by LLMs.
An MCP server providing tools for searching, fetching, analyzing, and reporting on scientific papers and datasets, often powered by LLMs.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Full functionality (LLM, search, image processing) requires API keys (e.g., OPENROUTER_API_KEY, TAVILY_API_KEY, EXA_API_KEY, BRAVE_API_KEY, OPENAI_API_KEY), many of which are for paid services.
- ⚠️LaTeX/PDF compilation and reading tools require a local LaTeX distribution (pdflatex, latexmk) installed and on PATH.
- ⚠️Many tools depend on `WORKSPACE_DIR` environment variable being set for file operations, which needs to be a writable directory.
- ⚠️Optional authentication stores tokens in a local JSON file in plaintext, requiring secure file system permissions and HTTPS in production.
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mcp-front
by stainless-api
mcp-front acts as an authentication gateway for Model Context Protocol (MCP) servers, enabling Claude.ai to securely access internal APIs, databases, and tools with multi-user authentication and per-user isolation.
mcp-front acts as an authentication gateway for Model Context Protocol (MCP) servers, enabling Claude.ai to securely access internal APIs, databases, and tools with multi-user authentication and per-user isolation.
Setup Requirements
- ⚠️Project is explicitly a 'work in progress' and 'not production ready'; expect breaking changes.
- ⚠️Requires Google Cloud Console setup for OAuth credentials (Client ID, Client Secret, Redirect URI) for production deployments.
- ⚠️Docker socket access is required for 'stdio' transport, granting significant privileges to the mcp-front container on the host.
Verified SafeView Analysis
promptbook-mcp
by isaacpalomero
A server for organizing, managing, and semantically searching AI prompts extracted from coding assistant sessions.
A server for organizing, managing, and semantically searching AI prompts extracted from coding assistant sessions.
Setup Requirements
- ⚠️Requires Python 3.9+ and pip-installable dependencies (mcp, chromadb, sentence-transformers, watchdog).
- ⚠️Requires a minimum of 2GB RAM for local embedding models.
- ⚠️Optional: If 'lmstudio' is chosen as the `EMBEDDING_PROVIDER`, an LMStudio server instance must be running locally.
- ⚠️An MCP-compatible client (e.g., Claude Desktop) needs to be configured to interact with this server.
Verified SafeView Analysis
mcp-web-client
by hemanth
A web-based client for the Model Context Protocol (MCP), enabling users to connect to multiple MCP servers, browse tools/resources/prompts, and interact via an AI-powered chat interface.
A web-based client for the Model Context Protocol (MCP), enabling users to connect to multiple MCP servers, browse tools/resources/prompts, and interact via an AI-powered chat interface.
Setup Requirements
- ⚠️Requires API keys for OpenAI, Anthropic, or Google Gemini LLM providers (paid services).
- ⚠️Requires GitHub account client ID and secret for user authentication.
- ⚠️Requires Cloudflare D1 database setup (CF_ACCOUNT_ID, D1_DATABASE_ID, CF_API_TOKEN) for persistent server configurations.
- ⚠️If using the Ollama LLM provider, a local Ollama instance must be running.
Verified SafeView Analysis
post-cortex
by julymetodiev
Provides long-term, persistent memory and knowledge management for AI assistants, enabling them to store, semantically search, and retrieve conversation context, decisions, and code-related insights.
Provides long-term, persistent memory and knowledge management for AI assistants, enabling them to store, semantically search, and retrieve conversation context, decisions, and code-related insights.
Setup Requirements
- ⚠️If using SurrealDB as the storage backend (instead of default RocksDB), a separate SurrealDB instance needs to be set up and configured, along with corresponding entries in `daemon.toml`.
- ⚠️When first using semantic search features, an embedding model (e.g., MultilingualMiniLM) will be downloaded from HuggingFace, requiring an internet connection and local disk space. This happens automatically on first use and is then cached.
- ⚠️For integration with Claude Desktop, a specific configuration entry must be manually added to `~/Library/Application Support/Claude/claude_desktop_config.json`.
Verified SafeView Analysis
typo3-mcp-server
by hauptsacheNet
Enables AI assistants to safely view, manage, and analyze TYPO3 pages and records through its workspace system.
Enables AI assistants to safely view, manage, and analyze TYPO3 pages and records through its workspace system.
Setup Requirements
- ⚠️Requires `ANTHROPIC_API_KEY` environment variable for LLM-specific tests, which will incur API costs.
- ⚠️Requires TYPO3 v13.4+.
- ⚠️Requires TYPO3 Workspaces extension (automatically installed as dependency).
- ⚠️Requires PHP 8.1.0-8.4.99.
Verified SafeView Analysis
RivalSearchMCP
by damionrashford
Advanced MCP server for web research, content discovery, and trends analysis, integrating AI for enhanced insights and orchestrating various data gathering tools.
Advanced MCP server for web research, content discovery, and trends analysis, integrating AI for enhanced insights and orchestrating various data gathering tools.
Setup Requirements
- ⚠️For PubMed searches, the hardcoded 'Email' header in `src/core/scientific/search/providers/pubmed.py` (research@example.com) might be flagged by NCBI for excessive use. Users should consider replacing it with their actual email for better practice and higher limits.
- ⚠️AI-enhanced research (research_workflow) leverages OpenRouter. While it attempts to find free models, providing an `OPENROUTER_API_KEY` is recommended for reliability and potentially better performance/access to advanced models. Without it, fallback free models are used, which may have varying performance.
Verified SafeView Analysis
langfuse-mcp
by avivsinai
Provides a comprehensive Model Context Protocol (MCP) server for Langfuse, enabling AI agents to debug, analyze, and manage AI traces, observations, sessions, exceptions, and prompts.
Provides a comprehensive Model Context Protocol (MCP) server for Langfuse, enabling AI agents to debug, analyze, and manage AI traces, observations, sessions, exceptions, and prompts.
Setup Requirements
- ⚠️Requires Langfuse API Keys (public, secret, host) for authentication to a Langfuse instance.
- ⚠️Does not support Python 3.14 (requires Python 3.10-3.13 due to Langfuse SDK's Pydantic v1 dependency).
- ⚠️Relies on 'uvx' for execution, which implies 'uv' (or 'pipx') needs to be pre-installed on the system.
Verified SafeView Analysis
globalping-mcp-server
by jsdelivr
Enables AI models to interact with a global network measurement platform through natural language, allowing LLMs to run various network tests and access data from thousands of probes worldwide.
Enables AI models to interact with a global network measurement platform through natural language, allowing LLMs to run various network tests and access data from thousands of probes worldwide.
Setup Requirements
- ⚠️Requires a Cloudflare Workers environment for deployment and operation.
- ⚠️Requires `GLOBALPING_CLIENT_ID` environment variable for OAuth authentication.
- ⚠️Requires a Cloudflare KV namespace binding named `OAUTH_KV` for OAuth state management.
Verified SafeView Analysis
shotgrid-mcp-server
by loonghao
A Model Context Protocol (MCP) server that enables AI assistants to seamlessly access Autodesk ShotGrid (Flow Production Tracking) data.
A Model Context Protocol (MCP) server that enables AI assistants to seamlessly access Autodesk ShotGrid (Flow Production Tracking) data.
Setup Requirements
- ⚠️Requires ShotGrid credentials (`SHOTGRID_URL`, `SHOTGRID_SCRIPT_NAME`, `SHOTGRID_SCRIPT_KEY`) set as environment variables or provided via HTTP headers.
- ⚠️The `download_file` utility, used for thumbnails, has insecure fallbacks that disable SSL verification, posing a security risk for data integrity.
- ⚠️For HTTP/ASGI deployments, authentication and HTTPS must be manually configured via middleware; they are not enabled by default.
- ⚠️Python 3.8+ is required.
- ⚠️The `sg_text_search` tool requires input text to be at least 3 characters long, otherwise it will raise an error.