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MCP servers tagged anti-hallucination
25 live MCP servers tagged "anti-hallucination", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with anti-hallucination.
Reverify
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Re…
Brain In The Fish
Score any document. Prove every claim.
TyKolt/kremis
first via redb (ACID). **Alpha**.
Memorys
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibratio…
Tribunal Kit
Anti-Hallucination AI Agent Kit for IDEs (Cursor, VSCode, Windsurf) — 43 specialist agents, 34 workflows, 20 parallel Tribunal code reviewers, Model Context Protocol (MCP) server,…
Metago Lifeform
MetaGO Agent Harness（智能体运行时控制层套件 · 驭智层）— 智能体运行时控制层，让智能体从工具升级为守规矩、会进化、可追溯、能闭环的生命体。39 技能 · 53 MCP tools · 8 公理 · Engine V2（KMWI 四层记忆 + 元进化五阶段 + 技能智能生成）· 决策锁四道关卡 · 全链路溯源。支持 7 大 AI 编程…
Ctrl Alt Pray
The anti-doom-loop circuit breaker & epistemic supervisor for Cursor, Claude Code, Cline, and autonomous AI agents.
BrowseAI-HQ/BrowserAI-Dev
backed). MCP server, REST API, and Python SDK.
cuttalo/depscope
mcp`.
Gitlaw
Source-grounded legal research across 5,936 German federal laws — retrieval, citations and reviewable next steps.
Wisdom Store
MCP server that gives AI coding assistants persistent memory, context control, and anti-hallucination tools
Cks MCP
The operational interface between LLMs and verifiable knowledge — MCP tools, autonomous agents, CRDT replication, and a visual studio.
Cuba Memorys
Provide AI agents with long-term memory using a neuroscience-based knowledge graph and Model Context Protocol for improved coding assistance.
Registree
Anti-hallucination class registry for coding agents, served over MCP
Legal Cite Pl
Legal Cite PL — MCP server weryfikujący aktualne brzmienie przepisu PL/UE prosto ze źródła (Sejm ELI, EUR-Lex). Anti-halucynacja dla Claude. Apache 2.0.
Evidencegene Court
Adversarial autonomous DFIR: Prosecutor/Defender/Arbiter AI court over a typed read-only MCP server. Findings without real evidence refs are structurally rejected. SANS FIND EVIL!…
Document Buddy
Serverless MCP toolkit for Feishu/Lark project memory: turn docs, wiki pages, chats, meeting notes, PDFs and web snippets into cited LLM wiki answers.
Gemini Plugin
Claude Code plugin: Gemini as second-opinion assistant (validator, challenger, researcher, summarizer subagents + auto-trigger hooks)
EliteDangerousKB
Autonomous, self-verifying Elite Dangerous knowledge engine + local RAG copilot (COVAS). Grounded-only answers, 100% local inference, built by an AI council.
SIFT PROOF
Autonomous DFIR investigation agent built on the Model Context Protocol. Every finding is SQL-assertion-gated, chain-of-custody hashed, and replayable — hallucinated findings cann…
Browser Agent MCP Farm
AI 에이전트용 변조 증거(tamper-evident) 웹 증거 MCP 서버 — 브라우저 캡처를 SHA-256 등록하고, 인용 주장이 등록 바이트와 불일치하면 실패시키는 cite-or-fail 클레임 게이트, 오프라인 재검증 가능한 Merkle 증거 번들(.evb) 수출. Apache-2.0
Apollo AntiPoison AntiHallucination Research MCP
A zero-cost FastMCP research server for AI agents featuring Dual-Pillar defense: 4-pass anti-poisoning / prompt-injection sanitization & anti-hallucination context budgeting over…
Report Workflow
Give your AI your files and one sentence; get back a Word document you can hand in. A number or citation that isn't in your files never reaches the page.
Source Trace
SourceTrace: AI compliance provenance API. Traces regulations and standards to primary sources. Auditable JSON—no hallucinations. For AI agents and compliance teams.
inth3shadows/runecho
the same code produces the same answer. Parsers for Go, Python, JS/TS, Rust, Ruby and shell. `bash install.sh`