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MCP server · RAG

Ragleap Core

by · github.com/antonyrag/ragleap-core

Production-ready AI Business OS — 46 autonomous AI Employees, Graph RAG (Neo4j), multi-channel, BYOK across 17 LLM providers plus custom/local endpoints (Ollama), automatic fallback. 8 libs (Python+Java). Self-hosted, MIT licensed, guardrailed autonomy for regulated industries.

Unclaimed agentic-aiai-agentsai-business-managerai-employeesautonomous-agentsbusiness-automationdatabase-integrationjavaknowledge-graphsllm-agentsmcpn8nopen-coresopen-sourceopenclaw-alternativepythonrag-pipelineself-hostedvoice-aiworkflow-automation
InstallView source
39Low

Scored a month ago · breakdown

About Ragleap Core

Ragleap Core is an MCP server published by antonyrag in the RAG category: production-ready AI Business OS — 46 autonomous AI Employees, Graph RAG (Neo4j), multi-channel, BYOK across 17 LLM providers plus custom/local endpoints (Ollama), automatic fallback. 8 libs (Python+Java). Self-hosted, MIT licensed, guardrailed autonomy for regulated industries.

The repository has 12 stars and 0 forks, with the last commit 2 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/antonyrag/ragleap-core

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

ragleap-graph-java-v0.2.0ragleap-graph (Java) v0.2.0 · 15 Oct 2026ragleap-graph (Java) 0.2.0 Maven Central: `io.github.antonyrag/ragleap-graph:0.2.0`. The only required runtime dependency is jackson-databind; `ragleap-rag` is optional and only needed for the two adapters. New since 0.1.0 LLM extraction…
ragleap-graph-java-v0.1.0ragleap-graph (Java) v0.1.0 (early release) · 13 Oct 2026ragleap-graph (Java) 0.1.0, early release First release of the Java port of the Neo4j graph index. It is deliberately partial: see "Not ported" below. Maven Central: `io.github.antonyrag:ragleap-graph:0.1.0` (only runtime dependency:…
ragleap-rag-java-v0.13.0ragleap-rag (Java) v0.13.0 · 13 Oct 2026ragleap-rag (Java) 0.13.0 New: the `RagLeap` entry point, the Java counterpart of the Python `RagLeap` class. `ask`, `askStream`, `retrieve`, `evaluate` conversation history (`getHistory`, `clearSession`) document methods (`listDocuments`,…
v0.10.1ragleap-core v0.10.1 · 13 Oct 2026Installer fixes after a first real run on Windows. If you installed v0.10.0, nothing here is required, but a Windows machine with a local PostgreSQL (or anything else on port 8000 or 5433) could not start RagLeap before this release. New…
v0.10.0ragleap-core v0.10.0 · 13 Oct 2026Hardening and setup release. New since v0.9.0: login throttling, a Setup tab in the dashboard, a read-only plugin for coding agents, and safer installer checks. New Login throttling.** Ten wrong API keys within five minutes lock that…
Questions

About Ragleap Core

How do I install Ragleap Core?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Ragleap Core safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Ragleap Core still maintained?

Yes — the latest release is ragleap-graph-java-v0.2.0 (15 Oct 2026), and the last commit was 2 days ago. The repository has 12 stars.