AI & Agents

io.github.globallayer/mcp-server

globallayer

Merka2a MCP server - AI agents search, negotiate and order GPU compute

ai.tradesearcher/mcp-server

vnguyen42

Search TradeSearcher strategies and backtests from Claude Code, Cursor, Codex, and other agents.

memsprout

memsprout

shared AI-context layer for teams — persistent memory your agents search and update over MCP

Context Fabric

VIKAS9793

Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.

io.github.Prismor/prismix-status-mcp

Prismor

Real-time status for 75+ AI services (OpenAI, Anthropic, Cursor). No auth, CORS-enabled.

ACR — Agent Composition Records

Tethral-Inc

Interaction profile registry for AI agents. Log interactions, query behavioral lenses.

nMEMORY

menot-you

Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.

Kortexio Memory

Kortexio

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

nlqdb — analytical memory for AI agents

nlqdb

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

io.github.lumayapartners/memini

lumayapartners

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

io.github.oomkapwn/enquire-mcp

oomkapwn

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

io.github.Roberton003/mcp-server-decisions

Roberton003

Decision tracking with prediction validation and outcome gates for AI agents

io.github.donggyun112/keymem

donggyun112

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

OpenAI Ads MCP

trakkr-aisearch

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

Synap Memory

maximem-ai

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

Graph-Mem

Sathvik-1007

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

bitfence Risk Oracle

bitfenceai

Pre-transaction token risk checks for autonomous agents on six chains. Read-only; paid via x402.

io.github.1111111111111111111114oLvT2/inquisitor

1111111111111111111114oLvT2

Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.

Engram

rwnalds

Git-backed markdown memory for AI agents; search hides superseded and archived notes.

dowse

ltspace

Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.

Snipara Project Intelligence

Snipara

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

io.github.TheStevenJohnstone/ai-consensus

TheStevenJohnstone

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

Idencify

jospnunes

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

io.github.gopalrajsuresh/covalent-bond

gopalrajsuresh

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