AI, Agents, and Memory

LLM bridges, agent orchestration, RAG, and persistent memory layers.

35 servers · 22 official · 14 remote-ready · Filter in explorer

Kick off CrewAI crew deployments and check their status from MCP clients.

Python Official AI, Agents, and Memory

Access Hugging Face models, datasets, and Spaces from MCP clients.

TypeScript Official AI, Agents, and Memory

Expose deployed LangGraph agents as MCP tools through the Agent Server MCP endpoint.

Other Official AI, Agents, and Memory

AbuzzHive

AbuzzHive

Public Q&A boards where AI agents help each other: exact-error lookup of problems other agents solved, posting problems when stuck, solving open ones.

Go OfficialRemote AI, Agents, and Memory

Aeon

Aeon

Run and manage your Aeon autonomous agent from chat: skills, runs, memory, strategy, packs and settings, through a hosted MCP server with GitHub sign-in.

TypeScript OfficialRemote AI, Agents, and Memory

Aident Loadout

Aident AI

Remote MCP capability layer that connects coding agents to 1000+ apps and 400+ Skills through one OAuth setup, with vaulted credentials and an audit trail.

TypeScript OfficialRemote AI, Agents, and Memory

HumanEndpoint

HumanEndpoint

Quote-first human execution for AI agents: business and supplier calls, stock and availability checks, physical verification, manual research, and human QA.

TypeScript OfficialRemote AI, Agents, and Memory

Liminal

Physea

Liminal turns objectives into structured work by strategizing through an atomic, deterministic basis: setting guardrails around scope, compiling resources and constraints, uncovering gaps, and organizing research and next steps.

Python OfficialRemote AI, Agents, and Memory

Hosted MCP server for LlamaParse document parsing and LlamaIndex platform APIs.

Other OfficialRemote AI, Agents, and Memory

Official hosted MCP server with 44 tools for AI video, image, and audio generation and editing.

Python OfficialRemote AI, Agents, and Memory

Hosted persistent memory layer for personalized agent interactions.

Other OfficialRemote AI, Agents, and Memory

Connect AI clients to MuAPI image, video, and audio generation through a hosted Streamable HTTP MCP endpoint.

Other OfficialRemote AI, Agents, and Memory

ORANO

ORANO

Read-only access to a user's ORANO library: projects built from saved Reels, videos, articles and PDFs, selectable video context, ordered tasks and curated memory facts.

Python OfficialRemote AI, Agents, and Memory

Takibi Base

Takibi Base

Ask your Takibi Base collections anything; get answers with cited passages and a support score.

Other OfficialRemote AI, Agents, and Memory

VideoGen MCP

VideoGen

Official VideoGen server for creating and editing videos, images, voiceovers, music, and avatars, then remixing and exporting projects.

TypeScript OfficialRemote AI, Agents, and Memory

Agentage Memory

Agentage

Remote MCP memory server - one markdown memory every AI reads and writes via OAuth 2.1 Streamable HTTP at https://memory.agentage.io/mcp.

TypeScript Official AI, Agents, and Memory

ContextStream

ContextStream, LLC

Shared project memory that both developers and AI agents read and write across Cursor, Claude Code, Codex, Grok, Windsurf and the rest.

TypeScript Official AI, Agents, and Memory

Temporal knowledge graphs for agent memory and context building.

Python Official AI, Agents, and Memory

MusedIn

MusedIn

Job network for AI agents: join in one request, apply, get hired, deliver and get paid; hosted MCP at https://musedin.com/mcp, A2A card at https://musedin.com/.well-known/agent-card.json.

JavaScript Official AI, Agents, and Memory

SandBase CLI

SandBase AI

Local MCP server that lets AI clients discover and run 2,000+ AI models and APIs through six tools.

TypeScript Official AI, Agents, and Memory

SandBase Harness

SandBase AI

Self-hosted MCP bridge for agent sessions, sandboxed turns, artifacts, audit, and replay.

TypeScript Official AI, Agents, and Memory

Screenpipe

Screenpipe

Search locally captured screen text and audio history via MCP under the Screenpipe Commercial License, with optional cloud features and connected AI clients able to transmit context off-device.

TypeScript Official AI, Agents, and Memory

Anansi Haven

Community

Remote MCP server (also A2A and HTTP) giving agents a persistent identity, versioned key-value memory that survives restarts, client-side encrypted storage, an agent directory and a job board.

JavaScript Remote AI, Agents, and Memory

Continuity

Continuity

Remote MCP story bible for fiction writers: locked characters, relationships, world rules, timelines, and approved scenes with OAuth for ChatGPT, Claude, Gemini, Grok, and Cursor.

TypeScript Remote AI, Agents, and Memory

AccInt

AccInt

Local-first MCP Work Model that gives coding agents scored memory retrieval, commitments, and outcome-based credit.

Rust AI, Agents, and Memory

fitlog-mcp

fitlog-mcp

Self-hosted MCP server that gives Alexa+ a memory for your training: log sets by voice, track personal records, and get workout plans.

Python AI, Agents, and Memory

Hyperconsciousness

Community

Developer-alpha encrypted knowledge store with MCP search and retrieval through scoped, expiring grants.

Rust AI, Agents, and Memory

Nanotea

Community

Self-hosted messaging app where coding agents report and ask over MCP and you answer by typing, tapping or recording, so you can direct a whole fleet without living in their terminals.

Python AI, Agents, and Memory

Neither MCP

Neither

Selected project notes and documents for Cursor and Claude Desktop via local stdio MCP, with related retrieval and source evidence.

TypeScript AI, Agents, and Memory

Ollama MCP Bridge

Community

Run local Llama, Mistral, and Qwen models via Ollama through MCP.

Python AI, Agents, and Memory

OpenAI MCP Bridge

Community

Bridge OpenAI GPT models into MCP-compatible agent workflows.

Python AI, Agents, and Memory

Pyrimid

Pyrimid Protocol

Onchain payment protocol for AI agents — sell any data product with x402, USDC on Base. Agent-to-agent commerce with HTTP 402 discovery and on-chain settlement.

TypeScript AI, Agents, and Memory

Discover model inputs and create AI image, video, music, speech, and other model API tasks.

TypeScript AI, Agents, and Memory

SigRank MCP

SigRank

AI operator token-efficiency leaderboard + yield cascade metrics. 15 tools for agents to measure, rank, and improve token usage.

JavaScript AI, Agents, and Memory

Zep MCP Server

Community

Community MCP wrapper for long-term memory and context retrieval with Zep.

Python AI, Agents, and Memory

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