MCP servers · AI, RAG & memory
50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.
- WordCast MCP
WordCast is a browser-based text-to-speech reader that runs entirely on-device using the Web Speech - Z-Image MCP
Z-Image is an online interface for the Z-Image generation model with fast inference and prompt - Agent MCP Gateway ★ 41
On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window. - io.github.rog0x/perf
Benchmark, memory, Big O analysis for AI agents - darwin-memo
Self-curating agent memory kept honest by survival-based selection over measured outcomes. - ZettelForge ★ 60
Agentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA. - MCP OpenClaw Extensions
138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt - Memory OS AI ★ 3
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking - ComOS Federation Gateway
Multi-tenant MCP gateway for AI commerce. One connection, every store. - ComOS Federation
Multi-tenant MCP gateway for AI commerce. One connection, every store. - io.github.rsmdt/multimodal ★ 1
Multi-provider media generation — images, video, audio, and transcription via a unified interface - Ace Memory
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identity. - verimcp ★ 1
Transparent MCP proxy that independently re-verifies tool-call claims before the Host trusts them. - io.github.runapi-builder/gemini-omni-mcp
RunAPI MCP server for Gemini Omni: create tasks, poll status, check pricing. - io.github.runapi-builder/gemini-tts-mcp
RunAPI MCP server for Gemini TTS: create tasks, poll status, check pricing. - io.github.ruvnet/claude-flow ★ 72,252
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. - io.github.ruvnet/flow-nexus ★ 101
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation - Engram ★ 11
Git-backed markdown memory for AI agents; search hides superseded and archived notes. - SNHP — free negotiation math + agent memory
Free game-theory negotiation advisor for agents, plus paid receipted sessions and agent memory. - io.github.sachinuppal/modelcostsaver
Offline MCP: predict LLM call cost and pick the cheapest capable model. No keys, no network. - io.github.sachitrafa/cognitive-ai-memory ★ 267
Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall. - YourMemory ★ 267
Persistent memory for AI agents. Memories decay with time and strengthen on recall. - io.github.salted-butter-joshua/dify-mcp
MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients - Norn ★ 3
Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP. - Algernon MCP
Fan a goal out to cheap parallel LLM workers on your own key or a free local Ollama. Keep your mind. - ArkHive MCP ★ 1
ArkHive MCP: governed, tamper-evident local memory for AI agents. Where context gives meaning. - Vestige ★ 620
Local-first memory for AI agents that reaches backward to find a failure's root cause. - macadress
MAC address and OUI vendor lookup over Model Context Protocol. - io.github.sandraschi/overte-mcp ★ 1
Overte (open-source Vircadia-lineage metaverse) Model Context Protocol server for domain administ... - io.github.saucelabs-sample-test-frameworks/sauce-api-mcp ★ 10
An open-source MCP server that provides LLM access to the Sauce Labs API - io.github.saucelabs/sauce-api-mcp ★ 10
An open-source MCP server that provides LLM access to the Sauce Labs API - Perenna ★ 39
A lightweight, Git-backed permanent memory for AI agents. - Vexor ★ 240
A semantic search engine for files and code. - Memento ★ 9
Persistent memory for AI tools. Local-first knowledge graph with hybrid search. - io.github.seanmarkwei/agentram-mcp
Model Context Protocol server for AgentRAM. Persistent memory for AI agents. - io.github.sebastienrousseau/iso20022-mcp ★ 1
Unified ISO 20022 MCP gateway routing across the pain, pacs, camt and acmt message families. - io.github.sebastienrousseau/rlg-mcp ★ 5
MCP server exposing rlg log streams to LLM agents via JSON-RPC 2.0 over stdio. - io.github.selvage-lab/selvage ★ 36
An LLM-based code review MCP server with AST-powered smart context extraction - io.github.sena-labs/replicate-mcp-server ★ 2
Replicate MCP server - image, video, audio, speech, LLM, vision, upscale, 3D, training. 36 tools. - io.github.sercanmetalore/rag-service-mcp
RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,… - io.github.seritalien/brain-protocol
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local or cloud - io.github.sfrangulov/minirag-mcp ★ 65
Local-first RAG MCP server: hybrid search over a folder of your own documents - SAME - Stateless Agent Memory Engine ★ 23
Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools. - io.github.shackleai/memory
Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool. - io.github.shadowrootdev/awesome-agent-skills ★ 25
MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more. - io.github.shalevshalit/image-recognition-mcp ★ 5
MCP server for AI-powered image recognition and description using OpenAI vision models. - io.github.shalevshalit/image-recongnition-mcp ★ 5
MCP server for AI-powered image recognition and description using OpenAI vision models. - io.github.sharedmemoryai/memory ★ 1
Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph. - Google AI Search MCP ★ 6
Google AI search and documentation tools for MCP clients using Vertex AI or the Gemini API. - io.github.sharozdawa/ai-visibility ★ 9
Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.