M

Moltline Recall

ทางการ

com.moltlinestudio

A portable knowledge-graph memory you pass in and get back. No database. 4 of 6 free.

M

MCP Knowledge Gaps

ทางการ

io.github.onetrueclaude-creator

Find what your knowledge base mentions but doesn't actually explain.

F

Forensic Deepdive

ทางการ

io.github.Dhevenddra

Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.

N

Nan

GitHub Actions

MCP server exposing NaN API tools: image generation/editing (flux-2-klein), TTS (kokoro), STT (whisper), embeddings and rerank

C

Codeseeker

juanghiri

Graph-powered code intelligence for Claude Code. Semantic search + knowledge graph for better AI code understanding.

W

World Model

ทางการ

io.github.SaravananJaichandar

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

A

Agent Rag

lsarmientov_27

Deterministic, namespace-isolated document retrieval with a CLI and MCP server.

R

Run Memory

ทางการ

com.botrecipe

Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.

H

H Index

ทางการ

ai.xr-utilities

Capability registry for the agentic economy. Semantic search over verified MCP server listings.

M

Memory

ทางการ

com.cortex-mem

Shared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or any MCP client.

U

URL To Clean Markdown For LLMs & RAG

ทางการ

io.github.eltociear

Fetch URLs and return clean Markdown for RAG — nav, ads and boilerplate stripped.

@

@mrfentmen/mitre Attack

mrfentmen

Search the MITRE ATT&CK enterprise knowledge base for adversary techniques and tactics.

C

Cortex

gzoonet

Local-first developer knowledge graph: watches project files, extracts entities and relationships with LLMs, and offers queries, a web dashboard and a CLI.

P

Pinecone

ทางการ

com.mcparmory

Create and manage vector database indexes, backups, and collections

O

Opdstar Nhi

tatsuju

Taiwan National Health Insurance (NHI) data: rejection codes, ICD-10 to procedure mappings, audit indicators and semantic search over NHI documentation.

M

Memory Key Count

ทางการ

io.github.sadri-dridi

Count keys in a JSON object. Values discarded.

V

Vibo Memory

ทางการ

io.github.vnbochkarev-netizen

Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.

H

Heropen — AI Agent Memory

ทางการ

net.heropen

Persistent memory for AI agents: local-first MCP server, zero-config. No cloud, no API keys.

C

Cloudflare Workers Ai

puspoaditya

Cloudflare Workers AI inference: LLM chat completions (Llama, Qwen, DeepSeek), BGE text embeddings and Flux image generation.

M

Mosaique

ทางการ

info.mosaique

Search and list latest international news (sources, comments, knowledge graph).

W

Wet

n24q02m

Web search via embedded SearXNG, content extraction and library docs indexing with hybrid FTS5 and semantic search using built-in Qwen3 embeddings.

Q

Qdrant MCP

ทางการ

io.github.avaazquezz

The full Qdrant API as 58 MCP tools: plain-text semantic/BM25/hybrid search and a search advisor.

N

NVIDIA NemoClaw CKG

ทางการ

io.github.Yarmoluk

NVIDIA NemoClaw knowledge graph — 55 nodes, F1 0.576 (+269% vs RAG), 11x fewer tokens. MCP-native.

S

Synapse Code

Eltortilla1

Structural code context via TypeScript AST analysis: compressed symbol indexes, dependency graphs and git diffs, without a vector database or embeddings.

O

Orihime

srinivasan-sundaresan95

Cross-repository code knowledge graph for Java, Kotlin, JavaScript and TypeScript: call-flow tracing, taint analysis, reachability and license compliance.

A

Agenticmemory

ทางการ

io.github.jyswee

Persistent memory for AI agents — history, context, semantic search, queues. 46 tools, stdio/SSE.

@

@2kw/ai

veith0711

MCP server for 2kw.ai — EU-hosted AI platform: OpenAI-compatible LLM gateway, schema-driven document extraction, transcription, agents with a knowledge base, and cost observability. 199 tools for Clau

M

Memory Find

ทางการ

io.github.kKEo

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

P

Project Memory

ทางการ

io.github.kaaustubh

Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.

K

K402

Kali123411

Pay-per-call APIs settled on Kaspa L1: text tools, web reading, embeddings and semantic search, Kaspa chain data, LLM inference and RISC Zero zk proving.

C

Code Memory

ทางการ

io.github.kapillamba4

Local semantic code search with Git history. Works offline, no API key needed.

S

SQLite Local AI Memory

ทางการ

io.github.cheveguerra

100% In-Process Bare-Metal Hybrid Memory Engine & MCP Server for LLMs (SQLite + Int8 Vectors).

A

Agentmemory Codex Windows

M-T-D-N

Windows AgentMemory downstream for Codex with project-scoped persistent memory, bounded cross-project recall, and an authenticated loopback MCP service; prebuilt Windows releases are available as an u

R

Rag Kb

fish827-08

Local-first agent memory and knowledge base: hybrid dense and BM25 retrieval, document and webpage ingestion and optional RAG answers via local Ollama.

C

Claude Engram

20alexl

Local persistent memory for Claude Code: tracks mistakes and decisions via hooks, searches session history, detects loops and warns before edits.

A

Acheron

timmx7

Persistent memory shared across Claude Chat, Code and Cowork, stored in local SQLite with full-text search.