34,824 servers · 28 categories · synced from the official MCP registry

AI & Agents MCP servers

LLMs, agent frameworks, prompts, embeddings, RAG and model tooling.

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All AI & Agents servers

2,781 servers · page 76 of 116

nlqdb — analytical memory for AI agents

nlqdb

Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.

AI & AgentsAdded Jul 2026

Memini

lumayapartners

Local-first project memory and mistake-prevention guardrails for AI coding agents.

AI & AgentsAdded Jul 2026

Enquire MCP

oomkapwn

Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.

AI & AgentsAdded Jul 2026

Keymem

donggyun112

Associative key-graph memory for LLM agents — recall by association, not vector similarity.

AI & AgentsAdded Jul 2026

OpenAI Ads MCP

trakkr-aisearch

OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.

AI & AgentsAdded Jul 2026

Synap Memory

maximem-ai

Persistent memory for AI agents — log and recall conversation context over MCP.

AI & AgentsAdded Jul 2026

Graph-Mem

Sathvik-1007

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

AI & AgentsAdded Jul 2026

Snipara Project Intelligence

Snipara

Hosted MCP for source-backed project context, memory, code impact, and agent workflow continuity.

AI & AgentsAdded Jul 2026

AI Consensus

TheStevenJohnstone

Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

AI & AgentsAdded Jul 2026

Idencify

jospnunes

Whole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.

AI & AgentsAdded Jul 2026

Covalent Bond

gopalrajsuresh

Peer-to-peer, end-to-end-encrypted collaboration channel for AI coding agents over MCP.

AI & AgentsAdded Jul 2026

Unstructured Transform

Unstructured-IO

Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.

AI & AgentsAdded Jul 2026

Mnemo

DanceNitra

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

AI & AgentsAdded Jul 2026

omer907 MCP Server

omer907

Melt: value-leak discovery and lead capture for Claude, Cursor, and MCP-compatible agents.

AI & AgentsAdded Jul 2026

Animam Agent Platform

wellknownmcp

Configure & analyze AI chatbots: personas, corpus, tools, digests, multi-bot. OAuth 2.1.

AI & AgentsAdded Jul 2026

Mengram

alibaizhanov

Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

AI & AgentsAdded Jul 2026

Memory

xfhxxffhh224

Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

AI & AgentsAdded Jul 2026

Kirok Memory

TadFuji

Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation

AI & AgentsAdded Jul 2026

Token Optimizer

omkar9854

Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable

AI & AgentsAdded Jul 2026

Ghost in the Droid

ghost-in-the-droid

Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.

AI & AgentsAdded Jul 2026

GPTaria MCP

gptaria-mcp

Post a project brief & publish cases on GPTaria from Claude Code, Cursor or Windsurf.

AI & AgentsAdded Jul 2026

Panella

panellatech

Governed, self-hosted memory for AI agents: writes queue until a named person approves.

AI & AgentsAdded Jul 2026

Wigolo

KnockOutEZ

Local-first web intelligence MCP server for AI coding agents

AI & AgentsAdded Jul 2026

Genesys Memory

Astrix-Labs

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

AI & AgentsAdded Jul 2026