graphy alternatives

1

Mockserver

by mock-server.com

A

Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.

2

Google Surf

by HarimxChoi

B

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

3

PDF

by jztan

A

Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.

4

Agent Comms

by ExaDev

A

Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP

5

CHAP Coordinator

by BrightbeamAI

A

Auditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.

6

Roast My Design System

by gregkozakiewicz

A

Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

7

Tw Legal Rag

by aa0101181514

A

Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations

8

ctxlint

by YawLabs

A

Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase

9

Total Agent Memory

by vbcherepanov

A

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

10

Pm Claude Skills

by mohitagw15856

A

1174 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

11

rag-rat

by cq27-dev

B

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

12

Bomly

by bomly-dev

B

Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit

13

KLYPIX Project Brain

by dahshanlabs

B

Active state management for multi-agent coding: a shared, versioned project brain over MCP.

14

Inite Brain

by inite-ai

A

Open-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.

Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.

16

Lightning Enable MCP Server

by refined-element

B

AI agent Lightning payments: L402, invoices, wallets, API discovery, budgets, self-serve signup.

17

Minirag

by sfrangulov

A

Local-first RAG MCP server: hybrid search over a folder of your own documents

18

Cursor Delegate

by andreilungeanu

A

Bridge AI coding hosts to cursor-agent over the Agent Client Protocol.