hallucination detection mcp servers

juyterman1000/entroly

MCP server Claude CodeCodexCursor +2

MCP server "entroly" as configured in juyterman1000/entroly. Launched with entroly serve. Needs 1 environment variable to run.

juyterman1000/entroly

MCP server Claude CodeCodexCursor +2

MCP server "colab-mcp" as configured in juyterman1000/entroly. Runs locally from the git+https://github.com/googlecolab/colab-mcp Python package.

sinewaveai/agent-security-scanner-mcp

MCP server Claude CodeCodexCursor +2

Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities. Runs locally from the agent-security-scanner-mcp npm package.

scvcoder/korean-law-alio-mcp

MCP server Claude CodeCodexCursor +2

MCP server "korean-law-alio" as configured in scvcoder/korean-law-alio-mcp. Runs /절대경로/korean-law-alio-mcp/build/index.js with node. Needs 1 environment variable to run.

bitflight-devops/hallucination-detector

MCP server Claude CodeCodexCursor +2

Model Context Protocol (MCP) server for advanced GitHub repository analysis and code discovery. Provides AI assistants with powerful tools to search, analyze, and understand codebases across GitHub. Runs locally from the octocode-mcp npm package.

TKCollective/agentoracle-mcp

MCP server Claude CodeCodexCursor +2

MCP server for AgentOracle — claim verification for AI agents. Verify before you act. x402-native on Base, SKALE, Stellar. Runs locally from the agentoracle-mcp npm package.

ahmedEid1/thoth

MCP server Claude CodeCodexCursor

Read-only MCP over an agentic SLR workspace with per-claim citation verification. Remote server at thoth-slr.vercel.app.

nickjlamb/opengate

MCP server Claude CodeCodexCursor

Check whether an AI answer is grounded in its context — deterministic, no LLM judge. Runs locally from the @pharmatools/opengate-mcp npm package.

arkheiaai/arkheia-mcp

MCP server Claude CodeCodexCursor

Detect fabrication and hallucination in any LLM output. 30+ models supported. Runs locally from the @arkheia/mcp-server npm package. Needs 1 environment variable to run.

agenson-tools/agent-output-guard-mcp

MCP server Claude CodeCodexCursor

Validate and verify data from other agents before acting on it. Zero LLM costs. Runs locally from the @agenson-horrowitz/agent-output-guard-mcp npm package.

solhammer/agentoolbox

MCP server Claude CodeCodexCursor

26 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict. Runs locally from the agentoolbox-mcp npm package.

Fengrru/honestcode

MCP server Claude CodeCodexCursor

A lightweight MCP server that detects AI code hallucinations in real time — undefined symbols, wrong API calls, dead code, and type mismatches. Runs locally from the honestcode Python package.

groundlens-dev/groundlens-mcp

MCP server Claude CodeCodexCursor

Deprecated. The groundlens MCP connector now ships inside groundlens itself. Runs locally from the groundlens-mcp Python package.

herrozim-ship-it/yureong

MCP server Claude CodeCodexCursor +2

MCP server "yureong" as configured in herrozim-ship-it/yureong. Runs locally from the yureong Python package.

GHGuide/receiptguard

MCP server Claude CodeCodexCursor +2

MCP server "receiptguard" as configured in GHGuide/receiptguard. Runs locally from the receiptguard Python package.

adwitiyashukla/LLMFeeder

MCP server Claude CodeCodexCursor +2

MCP server "llmfeeder" as configured in adwitiyashukla/LLMFeeder. Runs locally from the llmfeeder Python package.

aghasalim/groundcheck-mcp

MCP server Claude CodeCodexCursor +2

MCP server "groundcheck-mcp" as configured in aghasalim/groundcheck-mcp. Runs locally from the groundcheck-mcp Python package.

Guillain-RDCDE/Trusted-Transcription

MCP server Claude CodeCodexCursor +2

MCP server "trusted-transcription" as configured in Guillain-RDCDE/Trusted-Transcription. Runs locally from the trusted-transcription Python package.