Results for “benchmark”

Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.

Agent state infrastructure: state-trace Python working memory plus @razroo/parallel-mcp durable MCP orchestration.

Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.

Local-first, eval-first memory for long-horizon AI agents — no LLM at ingest. Python SDK + MCP server with source-tracea

Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Co

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, epi

Live context engine for AI assistants — resolve-before-context, session waypoints, and tool-selection intelligence for H

Open Source Generative Process Automation (i.e. Generative RPA). AI-First Process Automation with Large ([Language (LLMs

CPersona — Persistent AI memory server with 3-layer hybrid search, confidence scoring, and 29 tools. MIT licensed.

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip i

Convert .eml email exports to Markdown with YAML front matter

Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JSON-RPC.

MCP search and evidence tool for AI agents with query rewriting, source zoom-in, sourced answers, and runtime metrics.

MCP server that lets Claude Code and other AI agents read large PDFs without hitting context limits. Chunked reading, hy

Find out where your coding agent starts degrading. Personal context-rot analytics from your own sessions - 100% local, z

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Loca

Universal memory layer for AI applications. Self-host in minutes. Open source.

Persistent engineering memory for coding agents over MCP.

Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file pa

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents

Architectural sensor for Python codebases - keeps structure honest under AI-assisted development

A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in y

One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.

@Abhigyan-Shekhar

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://disco

Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-

Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner das

Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas —

Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.

The missing layer between AI and the web. Open-source escalating web unlocker + read/search/transcribe/grab across web,

Unreal Engine Vibe Coding tool

Local-first MCP server for durable agent memory

AI copilot for stock valuation using DCF model, automated parameter generation and sensitivity & gap analysis

Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP

MCP server that turns a folder of PDFs and Markdown into an AI-friendly document shelf. Convert, split by chapter, auto-

Temporal memory system for AI assistants with human-like forgetting curves. All data stored locally in human-readable fo

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and

Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrat

MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.

Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple se

Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via ho

Context infrastructure for AI-assisted development — on-demand Obsidian vault access via MCP

Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)

Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.

Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini.