Ai MCP servers
48 ai MCP servers for Model Context Protocol agents — install commands, transports, capabilities.
Milvus
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Search, Query and interact with Milvus Vector Database
Memory
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Knowledge graph-based persistent memory system
Sequential Thinking
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Dynamic and reflective problem-solving through thought sequences
Label Studio
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Open Source data labeling platform
Hugging Face
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Connect to Hugging Face Hub APIs programmatically
Weights & Biases
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ML experiment tracking and visualization
E2B
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Run code in secure sandboxes hosted by E2B
Langfuse
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Open-source tool for collaborative prompt editing
Arize Phoenix
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Inspect traces, manage prompts, curate datasets, run experiments
AWS KB Retrieval
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Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
EverArt
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AI image generation using various models
Firecrawl
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Extract web data with Firecrawl
Pinecone
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Vector database for similarity search
Kiln
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Free open-source platform for production-ready AI systems
Weaviate
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Vector database for AI-powered search and retrieval
AgentOps
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Observability and tracing for debugging AI agents
Qdrant
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Vector similarity search engine
Perplexity
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AI-powered search and research capabilities via Perplexity API
Tavily
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· 6 tools
AI-optimized search engine for agents
Claude Context
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Bring your codebase as context to Claude Code
AgentQL
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Enable AI agents to get structured data from unstructured web
Chroma
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Embeddings, vector search, document storage, full-text search
DeepL
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Translate or rewrite text with DeepL's AI models
Needle
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Production-ready RAG to search and retrieve documents
ElevenLabs
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Text-to-speech, voice cloning, and audio generation via ElevenLabs API
Astra DB
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Manage collections and documents in DataStax Astra DB
Comet Opik
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Query and analyze Opik logs, traces, prompts
Cloudsway SmartSearch
sse_http
Web search MCP server powered by Cloudsway via remote platform
Linkup
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Web search capabilities through Linkup's AI-optimized API
Box
sse_http
· 200 tools
Interact with Intelligent Content Management through Box AI
Hiveflow
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Create, manage, and execute agentic AI workflows
Cartesia
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Connect to Cartesia voice platform for text-to-speech
Hyperbolic
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Interact with Hyperbolic GPU cloud
Klavis ReportGen
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Create professional reports from user query using AI
Agentset
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RAG for your knowledge base connected to Agentset
Graphlit
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Ingest from Slack, Gmail, podcasts plus web crawling
Atla
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Enable AI agents to interact with Atla API for LLM evaluation
Buildable
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Official MCP for Buildable AI-powered development platform
ChainAware.ai
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Analyze wallet behaviour prediction and fraud detection
GibsonAI
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AI-Powered Cloud databases for building and deploying
AllVoiceLab
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AI voice toolkit with TTS, voice cloning, and video translation
Chronulus AI
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Predict anything with Chronulus AI forecasting agents
Dumpling AI
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Access data, web scraping, and document conversion APIs
Inkeep
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RAG Search over your content powered by Inkeep
Lara Translate
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MCP Server for Lara Translate API
gotoHuman
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Human-in-the-loop platform for approval requests
Debugg.AI
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Zero-Config, fully AI-managed end-to-end testing
Carbon Voice
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Connect AI Agents to Carbon Voice for voice management