MCP.Market

KIP MCP server

by ldclabs·io.github.ldclabs/KIP·v1.0.1·85 stars

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.

A85/100grade A
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Safety scan
A85/100

full report

Adoption
Growing

85 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

KIP tools (2, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • execute_kipwrite action
  • list_logs

    List log entries from the KIP backend (if supported). Use this to debug failed executions or inspect recent activity.

Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

no findings
  • Code scan5 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 4 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How KIP compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
85/100
higher than 70% of 48,255 servers
Tools
2
the typical server has 7
Tools that change things
50%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
85
more than 95% of 28,688 servers

What its tools let an agent do: 1 read · 1 run or deploy

Install KIP in Claude Code, Cursor or VS Code

Runs npx -y @ldclabs/kip-mcp-server on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add KIP -- npx -y @ldclabs/kip-mcp-server
Add to Cursor

What the publisher says

From the KIP repository's README, as published. We do not edit it. Read it on GitHub

KIP 2.0 — Cognitive State Protocol for Agent Memory

English | 中文

Status

Default development version: KIP 2.0 — normative draft. The repository root contains the current protocol and tooling. KIP v1.0-RC11 is frozen for historical reference and migration; changing the default does not upgrade existing deployments or declare the 2.0 protocol stable.

The 2.0 scope is frozen. This revision made the draft a better memory rather than a larger contract: a world change is one Assertion (temporal succession), coarse dates are time bounds instead of invented instants, preferences change within their kind, a standard policy (kip:memory-default) resolves everyday conflicts the same way on every engine, a Brain can add a relation it meets through the Space's draft vocabulary (DEFINE), retrieval composes with belief in one query (the Search Pattern), and fired Watches reach the business Agent through attention recall. It also took things away: draft packages are not retained (one cognitive-memory@2.0.0), writable caches became computed views, the Cognitive Consistency companion was folded into the Specification, trials and durable workers moved into optional brain/ companions, and the Preference type is gone — a preference is a claim. A second review pass closed the edges of the new semantics: a claim with no stated start began no later than it was made, asserted_at is when the claim was made rather than when it was recorded, two inferences never succeed one another, and the standard policy decides remaining conflicts by recency. See the revision record.

The Rust and Cloudflare Durable Object engines target KIP 2.0 drafts. Their shared suite now lives here as the executable engine suite; both pass every case of the current suite, including the draft vocabulary, supersession scope, computed strength and ingestion batch fixtures (anda-db 985451b), so no fixture is pending_engine. The protocol remains 2.0-draft, independently of tooling versions, and no real Brain learning result is claimed by structural tests.

Start here

  • Agent integration: Memory Interface and the Agent memory card.
  • Protocol implementation: Specification, syntax reference, and conformance checks.
  • Developer tools: TypeScript language toolkit and VS Code extension, both targeting KIP 2.0.
  • Existing v1 users: frozen archive, deployment migration, and repository path changes.

The archived MCP server and Skill implement v1 interfaces; native v2 integration starts with the current Interface and wire contracts above.

An interactive version — pan, zoom, relationship tracing, five guided views — is a self-contained file: download it and open it in a browser.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

KIP: common questions

Is KIP MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the KIP safety report
How do I install KIP?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does KIP need an API key?
Yes. The registry entry asks for KIP_API_KEY.
Is KIP maintained?
The last commit was 38 days ago (2026-09-27). The latest release is v1.0.1.
What can I use instead of KIP?
Servers from other publishers that do the same job: Codebase Memory MCP server, Neo4j Memory MCP server and State Memory MCP server. Compare all KIP alternatives.
How does KIP compare with other MCP servers?
safety score 85/100 (higher than 70% of 48,255 servers); tools 2 (the typical server has 7); tools that change things 50% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to KIP

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