Agent Observability alternatives

8 ai and agents MCP servers from other publishers do the same job as Agent Observability. The closest match comes first, then the best rated, with at most two per publisher.

You are comparing against Agent Observability

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Agent Observability listing

1
inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail
by DanceNitra
A
Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.
No reviews yet
local · pypi74.8k/wkFree
2
Agent-Native Plan
by BuilderIO
A
Structured visual plans and PR recaps with diagrams, prototypes, annotations, and sharing
No reviews yet
gateway-ready7.0kFree
3
World Model MCP
by putervision
A
Persistent 3D/2D spatial world model for AI agents with dynamic velocity and entity tracking.
No reviews yet
local · npm509.0k/wkFree
4
llmtrim
by fkiene
A
MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.
No reviews yet
local · npm236220/wkFree
5
Roast My Design System
by gregkozakiewicz
A
Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.
No reviews yet
local · npm266.0k/wkFree
6
Charlotte
by TickTockBent
A
Renders web pages into structured, agent-readable representations using headless Chromium.
No reviews yet
local · npm179581/wkFree
7
three.ws Provenance
by nirholas
B
Append-only, signed, on-chain-verifiable agent action log — record and audit what agents did.
No reviews yet
local · npm20629/wkFree
8
Roast My Design System
by pencilrebel
A
Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.
No reviews yet
local · npm172.9k/wkFree

Agent Observability alternatives by what you need

Open source Agent Observability alternatives (7)

Published under an open licence such as MIT or Apache-2.0.

inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail, World Model MCP, llmtrim, Roast My Design System, Charlotte, three.ws Provenance, Roast My Design System.

Hosted Agent Observability alternatives (1)

Nothing to install: a remote endpoint you add by URL. Also callable through the mcp.market gateway.

Agent-Native Plan.

Local Agent Observability alternatives (7)

A package you install and run on your own machine, so your data stays on your computer.

inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail, World Model MCP, llmtrim, Roast My Design System, Charlotte, three.ws Provenance, Roast My Design System.

Safest Agent Observability alternatives (7)

Graded A: passed every check the scanner runs on the latest release.

inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail, Agent-Native Plan, World Model MCP, llmtrim, Roast My Design System, Charlotte, Roast My Design System.

Agent Observability and its alternatives compared

Server	Grade	Rating	Licence	Runs	Stars
Agent Observability(this one)	C55	No reviews yet	MIT	Local	–
inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail	A92	No reviews yet	MIT	Local	7
Agent-Native Plan	A98	No reviews yet	Not stated	Hosted	7.0k
World Model MCP	A94	No reviews yet	MIT	Local	50
llmtrim	A92	No reviews yet	MPL-2.0	Local	236
Roast My Design System	A92	No reviews yet	MIT	Local	26
Charlotte	A85	No reviews yet	MIT	Local	179
three.ws Provenance	B83	No reviews yet	Apache-2.0	Local	206
Roast My Design System	A89	No reviews yet	MIT	Local	17