Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
co.build
build.coOfficial publisher
co.build catalog for open-source mods for devices you own: search devices and mods, read owner reports, and publish approved installation reports and feedback.
Instantáneas — noticias de Bolivia
bo.org.instantaneasOfficial publisher
Remote MCP server for Instantáneas, a Bolivian digital newspaper, letting an assistant search news, read recent articles and follow multi-outlet story threads.

Cardlake
app.cardlakeOfficial publisher
Cardlake is a self-hostable personal feed of reminders, notes, bookmarks and work items that Claude or ChatGPT can read and write over MCP.

Sikaru Docs
ai.sikaruOfficial publisher
Read-only MCP search over the public Sikaru documentation, letting an assistant look up passages about managed agents, inference, evals and traces.
Nexatron
io.nexatronOfficial publisher
Nexatron lets an assistant answer business questions in plain English by translating them to SQL across connected enterprise data sources.

ALIGN
Published by GitHub account bharatreachdsp
Local stdio server that serves a team's confirmed decisions, open questions and Linear issue contracts to coding agents, with receipts.

Contextator
Published by GitHub account Contextator
Self-hosted documentation server that indexes each project's docs and exposes them as a separate, semantically searchable MCP endpoint.

Sealtier
Published by GitHub account CloudCorpRecords
Local, read-only MCP server that grades Markdown folders against OKF v0.2 frontmatter tiers and reports trust verdicts and git-driven trust changes.

Knowdrift
Published by GitHub account CloudCorpRecords
Knowdrift lets an assistant list the topics covered by a topic-indexed web crawl and retrieve ranked documents from that index for a question.

Decisiontrail
Published by GitHub account CloudCorpRecords
Local decision memory for coding agents: record decisions with their constraints, search precedents, and supersede old calls.

Agentdocs
Published by GitHub account CloudCorpRecords
Read-only forwarding client that lets an assistant retrieve published IMBA agent documentation: facts, use cases, tier policy, catalog placement and doc URLs.
Plain-AyI
Published by GitHub account AyodejiOO
Read-only connector to Plain-AyI, a plain-language guide to open-source AI projects, letting an assistant search, browse and explain them.

jot
Published by GitHub account ArpitK24
Local-first shared memory for AI agents: saves, recalls, updates and deletes Markdown notes stored on disk and versioned in git.

Glen
com.tryglenOfficial publisher
Glen gives an assistant access to your team's shared agent memory, skills and documents, so it can answer questions and save reusable knowledge.
Qadir
com.qadirOfficial publisher
Remote MCP server for prayer times, masjids, iqamah and Jumu'ah times, halal food and khutbahs in US, Canada and Mexico cities.
Lion Reader
com.lionreaderOfficial publisher
Lion Reader's hosted MCP endpoint lets an assistant search, triage, star and save articles in your RSS, newsletter and read-later library.
NextChapter jobs, résumé and layoff help
com.launchyournextchapterOfficial publisher
Remote MCP server giving assistants NextChapter career data: job search, résumé scoring, layoff notices, unemployment benefits and AI exposure by job title.
Boat Day
com.bestboatdayOfficial publisher
Read-only boating knowledge for US recreational boat owners: Seacoast ME–NH yards, cited winter storage prices, boat models, value and cost estimates.
Animal Math
com.animalmathOfficial publisher
Connects an assistant to Animal Math's free Pre-K to 5th grade math printables, worksheet makers, quizzes, teaching tools and curricula, returning…
Korpus — Intelligence Juridique & Fiscale
lu.korpusOfficial publisher
Korpus connects an assistant to a multi-jurisdiction legal and tax corpus (FR, EU, LU, MC, AD) for citation resolution and claim verification.

madeleine
Published by GitHub account fabianimv
Local-first SQLite memory server that stores memories with time, place and sensory context and resurfaces them when matching cues arrive.

Dict
Published by GitHub account azerbaijan-mcp
Local MCP server that lets an assistant look up words in the four-volume Azerbaijani explanatory dictionary, search it by meaning, and browse it in print order.
FreeVectorIcons
Published by GitHub account FreeVectorIcons
Connects an assistant to one FreeVectorIcons design collection so it can search, read and upload icons, SVGs, briefs and DESIGN.md.

PDF & Office to Markdown for RAG
Published by GitHub account BrunenJere
Remote Apify-hosted MCP server that converts PDFs, scans and Office files into Markdown, tables and page-aware chunks for RAG indexing.