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MCP servers tagged grounding
23 live MCP servers tagged "grounding", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with grounding.
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…
Openapi LLM Wiki
📚 LLM Wiki — A structured knowledge repository designed for LLMs and AI agents, containing authoritative documentation for the @openapi® API marketplace.
Genpark Hallucination Fact Grounding Checker Skill
GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.
Gemini Grounding
Minimal MCP server for Google web search via the Gemini API with grounding, inline citation markers and a token footer.
Gemini Grounding
Minimal MCP server for Google web search via the Gemini API with grounding, inline citation markers and a token footer.
Knowledge Base Qa Bot
Grounded bilingual (中/EN) Q&A over a layered Markdown knowledge base — a curated wiki layer synthesised above immutable Sources, with hybrid BM25+dense retrieval, block-and-replac…
Rag Best Practices
Educational RAG playbook + stdlib Python toolkit: chunking, hybrid search, eval, claim-check anti-hallucination, canaries, citations
Webmcp Verified
Source-grounded tool library for MCP and WebMCP agents. Tools answer from data you declare or return a declared fallback, never an invented value, and can emit a fingerprinted rec…
Jidra
Framework-aware code intelligence for LLM agents. Indexes Java, Python, TypeScript, Go, Scala into a verified call graph via tree-sitter + Rust. MCP server, Haiku sub-agent, and g…
Crowdcheck
An MCP server that gives AI agents Community Notes: built on last30days, it maps who agrees, who disputes, and how sure the signal is - a contestation map, not a true/false verdic…
Grounded Knowledge Engine
Local-first engine that grounds an AI agent's answers in your own Markdown and captures what it learns back into the KB — Node · TypeScript · MCP.
Obsidian Anchor
Reliability-first MCP server for Obsidian — verifies AI claims against your notes and refuses what they can't support.
Verifydoc
Trust layer for document→JSON extraction & AI agents: calibrated per-field confidence + source grounding + accept/review abstention on any OCR/VLM. Ships VerifyDocBench, a novel g…
Agentic Reality
Existential grounding for AI agents — deployment awareness, resource proprioception, reality physics
Gemini Grounding MCP
MCP server that gives Claude Code and other MCP clients Google web search through the Gemini API - with grounding, inline citation markers, a source list and a per-call token foot…
Evidence Gate
Stop your AI from making up facts about your own data. A pre-generation grounding gate for LLM/RAG apps — zero-dep, MIT, JS + Python, with an MCP server.
Grounding Enforcer
A standalone MCP suppressor that enforces grounding by validating references, rejecting unsupported claims, and stabilising model outputs.
Hallucination Suite
A unified suite of MCP suppressors that prevent hallucinations, enforce grounding, and stabilise agent behaviour.
Acme Context Demo
Grounding AI systems in real organizational context — a runnable ACME Corp walkthrough using MCP + Open Knowledge Format (OKF v0.2). Companion to the GDG Providence session.
Hermes Freeagent Bind
Hermes Agent の Free モデルをサブ LLM として並列に走らせ、外部知識で根拠づける MCP サーバー。推論は 9 プロバイダ、検索は 15 ソース（既定6＋明示指定9）、実行時依存ゼロ（Python 標準ライブラリのみ）。
WebSearch MCP
MCP server for web search and page fetching with markdown conversion for AI model integration in applications and citations.
Claude Code Fact Verification Hook
Claude Code hooks to fix stale factual answers in Opus 4.7 and force verification before unsupported assertions
Estelle CLI
The trust layer under your AI coding agents. Estelle grounds every model in your real codebase and refuses to ship what isn't true: repository memory, a deterministic grounding ga…