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AI Development & Infrastructure shortlist

AI Agent Data & Runtime

Vector retrieval, memory systems, and runtime foundations for agents

Tool List

101 tools
milvus

milvus

High-performance cloud-native vector database for large-scale ANN and semantic retrieval

LightRAG

LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

free-llm-api-keys

free-llm-api-keys

Free LLM API keys for GPT-5.4, Claude, DeepSeek, Gemini, Grok — copy, paste, use. Updated 3-5x daily. No credit card needed

tidb

tidb

TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling

GoModel

GoModel

AI gateway written in Go. Lightweight unified OpenAI-compatible API for OpenAI, Anthropic, Gemini, Groq, xAI & Ollama. LiteLLM alternative with observability, guardrails, streaming, costs and usage tracking

PumaDB

PumaDB

Database and retrieval layer for AI apps, supporting data use in semantic search and intelligent applications

ClickHouse

ClickHouse

ClickHouse® is a real-time analytics database management system

sycamore

sycamore

🍁 Sycamore is an LLM-powered search and analytics platform for unstructured data

openmeter

openmeter

Metering and Billing for AI, API and DevOps. Collect and aggregate millions of usage events in real-time and enable usage-based billing

cube

cube

📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

mempalace

mempalace

The best-benchmarked open-source AI memory system. And it's free

WFGY

WFGY

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg

hermes-lcm

hermes-lcm

Lossless Context Management plugin for Hermes Agent — DAG-based context engine that never loses a message

supabase

supabase

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications

materialize

materialize

The live data layer for apps and AI agents. Create up-to-the-second views into your business, just using SQL

ragflow

ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

risingwave

risingwave

Event streaming platform for agentic AI. Continuously ingest, transform, and serve event streams in real time, at scale

vespa

vespa

The AI search platform

rustfs

rustfs

🚀2.3x faster than MinIO for 4KB object payloads. RustFS is an open-source, S3-compatible high-performance object storage system supporting migration and coexistence with other S3-compatible platforms such as MinIO and Ceph

gcsfuse

gcsfuse

A user-space file system for interacting with Google Cloud Storage

NornicDB

NornicDB

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes. Then, adding intelligent features like schemas, managed embeddings, LLM reranking+inferrence, GPU accel, Auto-TLP, Memory Decay, and MCP server

mcp-memory-service

mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation

mcp-toolbox

mcp-toolbox

MCP Toolbox for Databases is an open source MCP server for databases

Token Harbor

Token Harbor

Simple unified access to frontier AI models

apisix

apisix

The Cloud-Native API Gateway and AI Gateway

relay-pulse

relay-pulse

Availability monitoring system for LLM relay services with real-time status dashboards

relay

relay

Real-time agent to agent communication

CreateOS Sandbox

CreateOS Sandbox

Fast hardware-isolated execution sandboxes for AI agents and untrusted code

Creed

Creed

A shared personal context file for every connected AI agent

BaseRT

BaseRT

Native Metal local LLM inference runtime optimized for Apple Silicon

ZooData

ZooData

Agent-ready web extraction and commerce intelligence delivered through structured APIs, CLI, and MCP

Kit For AI

Kit For AI

Persistent memory and knowledge layer for AI agents with MCP-native access to files, URLs, and context

Unabyss for Claude

Unabyss for Claude

MCP-native self-updating context layer shared across Claude, ChatGPT, Cursor, and everyday apps

AgentKey

AgentKey

Real-time external data marketplace for AI agents, connecting search, web, social, finance, and ecommerce data through one MCP plugin

Auriko

Auriko

Trading desk for LLM calls that optimizes token cost, latency, reliability, and quality through routing and arbitrage

Edgee Claude Code Compressor V2

Edgee Claude Code Compressor V2

Token compression gateway for coding agents that keeps context while reducing cost

Hivemind

Hivemind

DeepLake tool that gives Claude Code, Codex, Cursor, and other AI agents persistent shared team memory

Epsilla

Epsilla

Epsilla is an Agent-as-a-Service platform for creating and operating AI agents on enterprise knowledge

HydraDB

HydraDB

HydraDB is context infrastructure that makes AI applications intelligent, stateful, and memory-aware

chroma

chroma

Data infrastructure for AI applications with vector storage and retrieval workflows

Mem0

Mem0

Mem0 enables AI apps to continuously learn from past user interactions, enhancing their intelligence and personalization

N71

N71

Shared context and living knowledge graph for multiple AI agents

Stigg

Stigg

Usage runtime, metering, and entitlement governance platform for AI products

scritty

scritty

Shared, searchable external memory for every AI coding agent

Memori Labs

Memori Labs

Model-agnostic persistent memory infrastructure for production agents

ContextPool

ContextPool

ContextPool gives AI agents persistent memory between sessions by extracting useful context and feeding it back automatically

InstantDB

InstantDB

InstantDB is an open-source realtime backend that bundles database, auth, storage, and sync for AI-built and full-stack applications

LiteRT

LiteRT

Google's on-device ML/GenAI runtime framework and successor to TensorFlow Lite

Wafer

Wafer

Wafer uses autonomous AI agents to profile and optimize GPU inference performance across production stacks

vm0

vm0

Open workflow automation project that runs natural-language-described tasks automatically

Geekflare API

Geekflare API

Geekflare API provides scraping, screenshot, and RAG-ready extraction APIs to turn raw web pages into clean, structured data

Actian VectorAI DB

Actian VectorAI DB

Vector database capability for AI applications, semantic search, and intelligent data infrastructure

Bitfield

Bitfield

Local-first plug-in runtime and database for building products with extensible runtime slots

Powabase

Powabase

Backend, database, and user system platform for AI applications

AlgoFly AI

AlgoFly AI

On-premise-first AI data platform for computer vision datasets, annotation workflows, quality control, and AI operations

Sipcode

Sipcode

Claude Code context hygiene tool that caps verbose tool output and deduplicates same-session re-reads to keep context cleaner

Oxlo AI

Oxlo AI

OpenAI-compatible inference API for accessing 45+ frontier AI models with request-based pricing and privacy-focused handling

Blaxel Agent Drive

Blaxel Agent Drive

Distributed shared filesystem for AI agents and sandboxes

FluentDB

FluentDB

Native macOS AI database client with approval-first SQL generation

Fluree AI

Fluree AI

Trusted, permissioned, and verifiable data context for apps and AI agents

Firecrawl /search

Firecrawl /search

Search API returning source-linked web excerpts selected for agent queries

Screencap

Screencap

Open-source, local-first macOS workflow capture that turns reviewed screen interactions into structured AI training data

Memmy Agent

Memmy Agent

Local-first personal memory hub that shares user-controlled long-term context across Claude Code, Codex, OpenClaw, and other AI tools

Paritok

Paritok

Locally compress tool results, files, and session history for coding agents

Unsloth Desktop

Unsloth Desktop

Open-source desktop app for locally running and fine-tuning LLM, diffusion, and audio models

Blume

Blume

Open-source, AI-ready documentation framework built on Astro and Vite with Markdown as the source

session-indexer

session-indexer

Index Claude Code sessions into a per-project local SQLite store and automatically recall relevant context

Dropstone

Dropstone

Model-independent runtime for persistent memory, skill learning, self-verification, and cross-environment agent execution

HFlow

HFlow

Open-source multimodal data-pipeline SDK for robotics and physical AI with orchestration, versioning, provenance, and curation

ngrok AI Gateway

ngrok AI Gateway

One private gateway for cloud and self-hosted AI models

BackEngine MCP

BackEngine MCP

Give AI assistants secure access to internal company knowledge for real business work

Atlaso

Atlaso

Shared persistent memory for Claude Code, Cursor, Codex, and other AI tools

Glasp MCP Connector

Glasp MCP Connector

Search personal highlights, notes, and reading memories from Claude and ChatGPT

ARBR

ARBR

Control every AI request

Onset MCP

Onset MCP

Write and publish release notes from an AI assistant through MCP

Desert Ant Labs

Desert Ant Labs

On-device specialist models for speech, text and vision

jurniti

jurniti

Run persistent AI agents in dedicated Firecracker microVMs

Weave Router 2.0

Weave Router 2.0

Route coding requests by task complexity, cache state and subscription quota

Eggshell

Eggshell

Keep local work results and evidence for coding agents

XCrawl

XCrawl

Supply agents with web data through APIs, MCP and SDKs

Voxel51 Multimodal

Voxel51 Multimodal

Multimodal data platform for finding failures in physical AI models

Backenly

Backenly

Autonomous backend platform built for coding agents over MCP

Agnos

Agnos

Clean documents for AI locally while showing each removal

Context Engine

Context Engine

Shared memory for AI agents and human teammates

CCRent

CCRent

Rent a remote Mac mini configured for Claude Code

Intel® GPU D-series

Intel® GPU D-series

Data-center GPUs for agentic AI and long-context inference

TwitterAPI.io

TwitterAPI.io

Access public X data through a REST API and hosted MCP server

Yap MCP

Yap MCP

Transcribe local media and search Yap dictations through an on-device MCP server

Web Search API

Web Search API

Give AI agents access to live internet data

FastRouter.ai

FastRouter.ai

Route requests to the right LLM for cost, latency, and quality

Hemory

Hemory

Always-listening searchable memory for AI agents

Hopscotch AI

Hopscotch AI

Access more than 500 AI models through one API

Busabase

Busabase

An open-source system of record shared by AI agents and teams

Edgee Mod for Claude Code

Edgee Mod for Claude Code

Switch among 200+ models inside Claude Code and see compression and routing savings

Kyvenza

Kyvenza

Create and manage macOS, Linux, and Windows virtual machines on Apple Silicon Macs

AIGoCode

AIGoCode

Access OpenAI-, Anthropic-, and Gemini-compatible APIs through one key

SpicyAPI

SpicyAPI

Use 200+ video, image, audio, and chat models through a pay-per-request API and no-code Studio

AI Sandboxes by Buddy

AI Sandboxes by Buddy

Give coding agents persistent isolated Linux machines in the cloud

Navige

Navige

Optimize agent model usage and set spending controls while tasks run

Scalebrowser

Scalebrowser

Give AI agents persistent self-hosted browser sessions

Toad

Toad

Let AI agents access your own devices with approval

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