Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.

17-0 MCP
Published by GitHub account rocnubie
A read-only MCP server that gives an assistant the rules, roster constraints, FAQ and official links for the free 17-0 NFL roster game.

robo-cortex
Published by GitHub account robotel-limited
A local, git-aware memory store that lets an AI coding agent record lessons and retrieve them, flagging memories when the linked code changes.

Cap Shield
Published by GitHub account robinlidberg-dot
CAP-Shield measures and compresses agent context, letting an assistant estimate traffic savings and store and retrieve memory entries within a token budget.

Mcp Ordali Memory
Published by GitHub account robin-deruyck
Local MCP server that gives an assistant SQLite-backed project memory and governance traces for Ordali.

Spoken
Published by GitHub account roberttomko
Gives an assistant podcast transcripts as clean Markdown with real speaker names, plus episode search, show catalogs and credit checks via the Spoken API.

Konid
Published by GitHub account robertnowell
Konid is a local MCP server that gives an assistant three translation options per phrase, from casual to formal, with register context and audio.

Groundtruth
Published by GitHub account rm-rf-prod
Self-hosted MCP server and CLI that fetches current library documentation, best practices, changelogs and code examples for coding agents, and audits source for

Local Skills Mcp
Published by GitHub account rkdpa
A local MCP server that exposes filesystem-based skills to an assistant with lazy loading and context-efficient discovery.

Rival Regulatory Toolkit
Published by GitHub account rival-intelligence
Lets an assistant search a regulatory corpus, retrieve source text, trace citations, list authorities, and view recent filings through Rival's read-only API.

Projectmem
Published by GitHub account riponcm
Local-first memory server for AI coding agents: it stores a project's issues, attempts, fixes and decisions so an assistant can recall them and warn before…

Rigour
Published by GitHub account rigour-labs
Rigour gives coding agents your team's rules, lessons and review standards, and checks their changes before they say done or push.

Obsidian Regulatory MCP
Published by GitHub account richbile
Remote MCP server giving assistants verified regulatory search across 850+ official sources in 50+ jurisdictions, with source, date and status on each result.

Yaps
Published by GitHub account richawo
Local Yaps connector that lets an assistant transcribe audio and video, make subtitles, translate files, convert video to audio, and manage private Markdown…

Docsonar
Published by GitHub account ribhav-jain
Docsonar is a local, offline MCP server that indexes folders of documents into SQLite and gives an assistant hybrid keyword plus semantic search over them.

Opportunity MCP
Published by GitHub account revolutionarybukhari
A local MCP server that lets an AI assistant search an indexed catalog of youth opportunities such as scholarships, fellowships and internships.

RevoGrid DataGrid MCP Pro
Published by GitHub account revolist
Hosted MCP server that gives an assistant version-aware RevoGrid DataGrid docs, examples, feature checks, migration notes and API validation.

RevoGrid DataGrid MCP
Published by GitHub account revolist
Remote MCP server that gives an assistant version-aware RevoGrid data grid documentation, API, examples, migration and validation tools.

Zetesis Scientific Due Diligence
Published by GitHub account reutavidan
Zetesis evaluates scientific, biomedical, clinical and AI/ML claims against public evidence, returning cited sources, reviewer questions and failure patterns.

TMCRA Agent Memory
Published by GitHub account reshuibuduo
A local MCP server that gives an assistant long-term, project-scoped agent memory with cross-session recall and durable conversation writes.

Research MCP
Published by GitHub account research-mcp-hq
A paid remote MCP server that gives assistants cited research briefs and single-source lookups on AI infrastructure, MCP and security topics.

Replen
Published by GitHub account replenhq
Replen is a local MCP server that lets an AI coding agent match your open repository against open-source projects, record triage verdicts, and recall portfolio-

Meshimize Mcp
Published by GitHub account renl
Connects an AI agent to Meshimize, a network of expert-run Q&A groups, so it can discover groups, ask questions, message, and delegate tasks.

Agentic Task System (ATS)
Published by GitHub account renezander030
Local MCP server that exposes your existing task app (TickTick, Notion, GitHub, Obsidian, Beads) to an assistant for search, creation, updates and task…

Remembra Relay
Published by GitHub account remembra-ai
Remembra Relay gives coding agents persistent memory and cross-agent handoffs, so the next agent starts from the last session's recorded facts.