Alternatives to observe-instrument-mcp

Same category, ordered by trust score.

S
SuperLocalMemory
78Good
Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.
Registryqualixar249 stars1.3K/wk
P
prism-coder
77Good
Session memory for coding agents: local-first recall, drift detection, on-device inference.
Registrydcostenco157 stars978/wk
C
Codebase Memory
77Good
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Registrydeusdata46.7K stars
H
haiku.rag
74Good
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
Registryggozad629 stars
O
openInvest
72Good
Investment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting
Registrylongsizhuo114 stars
M
M3 Memory
70Good
Local-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.
Registryskynetcmd29 stars