drift detection mcp servers

12 tagged drift detection, measured the same way as everything else here.

prism-mcp

01

dcostenco/prism-coder

MCP server Claude CodeCodexCursor +2

Persistent session memory for AI coding agents that never leaves your machine — including the on-device model that reasons over it. Restores your prior decisions, open TODOs, and changed files across sessions; adds associative recall of related past work. Runs locally from the prism-mcp-server npm package.

157 5d ago A tokens not measured original Apache-2.0

prism-coder

02

dcostenco/prism-coder

MCP server Claude CodeCodexCursor +2

Session memory for coding agents: local-first recall, drift detection, on-device inference. Runs locally from the prism-mcp-server npm package. Needs 8 environment variables to run.

157 5d ago A tokens not measured original Apache-2.0

docguard

03

raccioly/docguard

MCP server Claude CodeCodexCursor +2

Deterministic doc-drift detection: guard, score, explain, verify-claims and diagnose MCP tools. Runs locally from the docguard-cli npm package.

27 4d ago A tokens not measured original MIT

cladding

04

qwerfunch/cladding

MCP server Claude CodeCodexCursor +2

MCP server "cladding" as configured in qwerfunch/cladding. Runs .cladding/host/serve.cjs with node.

14 4d ago A tokens not measured original MIT

mcpsafetywarden

05

gautamvarmadatla/mcpsafetywarden

MCP server Claude CodeCodexCursor +2

MCP proxy server with behavioral profiling, security scanning, risk gating, and safe execution. Runs locally from the mcpsafetywarden Python package.

8 20d ago A tokens not measured

abis

06

cijlabs/abis-mcp

MCP server Claude CodeCodexCursor

MCP server "abis", hosted remotely at abis-mcp-production.up.railway.app, as configured in cijlabs/abis-mcp.

1 5mo ago A tokens not measured original MIT

token-reconciler

07

humano-ai/token-reconciler

MCP server Claude CodeCodexCursor

Find where your design-token sources disagree. Point it at a Figma export and a live-site scan (any DTCG files) and it shows you exactly which tokens have drifted, how much it matters, and gives you a clean diff to act on. Runs locally from the token-reconciler npm package.

1 10d ago A tokens not measured original Apache-2.0

modelwatch

08

bch1212/modelwatch

MCP server Claude CodeCodexCursor

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates. Runs locally from the modelwatch-mcp npm package. Needs 2 environment variables to run.

0 8d ago A tokens not measured

praxis

09

rmednitzer/aiops-mcp

MCP server Claude CodeCodexCursor

Functionalities such as a layers for building neural networks in Jax. Runs locally from the praxis Python package.

0 2d ago A tokens not measured original Apache-2.0

sint-memory-mcp

10

kostyk348/sint-ua-v2.1

MCP server Claude CodeCodexCursor +2

MCP server "sint-memory-mcp" as configured in kostyk348/sint-ua-v2.1. Runs locally from the sint-memory-mcp Python package.

0 29d ago A tokens not measured original Apache-2.0

mcp-sentinel

11

IronNathanAlvares/mcp-sentinel

MCP server Claude CodeCodexCursor +2

Automated testing framework for MCP (Model Context Protocol) servers. Runs locally from the mcp-sentinel Python package.

0 15d ago A tokens not measured copy · 100% Apache-2.0

vibeframe

12

jubayertalha/vibeframe

MCP server Claude CodeCodexCursor +2

MCP server "vibeframe" as configured in jubayertalha/vibeframe. Runs ${CLAUDE_PLUGIN_ROOT}/bin/launcher.mjs with node.

0 4d ago A tokens not measured original MIT