Knowledge & Memory MCP servers

Documentation, wikis, knowledge graphs, vector stores and persistent memory layers for AI.

MMemory (Knowledge Graph)Featuredby modelcontextprotocolGives the model a persistent memory using a local knowledge graph so it can remember facts about you and your projects across sessions.

npm

CContext7Featuredby upstashUp-to-date, version-specific documentation for thousands of libraries and frameworks, pulled straight into your prompt.

npm

DDocs Mcpby tandemRemote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

Streamable HTTP

AAmbixby ambixYour product team's shared strategic memory — an MCP server your AI tools reason over.

Streamable HTTP

AAnki MCP Serverby ankimcpMCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

npm

MMcpby atlasoAI memory layer — one shared, persistent memory across every AI tool you connect.

Streamable HTTP

BBiel.aiby bielQuery your product docs from AI tools. Source-cited answers from your indexed documentation.

Streamable HTTPSSE

EEmbedded Docsby byteaskPage-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.

Streamable HTTP

CCerebrium Docsby cerebriumSearch the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback.

Streamable HTTP

DDarkFunnels documentationby darkfunnelsSearch and read the DarkFunnels docs: WhatsApp AI sales agents connected by QR, no Meta Cloud API.

Streamable HTTP

EEmberverseby emberverseA living knowledge graph to read, think against, and leave a deposit in that outlives you.

Streamable HTTP

FFinanceGenius.AIby financegeniusIndia's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; NAV lookup; RAG.

Streamable HTTP

GGiljo HQby giljoContext engineering for AI coding agents: product context, project missions, and 360 memory.

Streamable HTTP

IInfoLang Memoryby infolangInfoLang semantic memory MCP — investigate, memorize, and recall compressed agent context.

Streamable HTTP

Khwanby khwanDurable AI memory: recall distilled facts in a later session or subagent, and remember new ones.

PythonStreamable HTTP

RReverieby knowallGraph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search

npm

KKorely Memoryby korelyMemory for AI agents that knows what is still true. Typed bi-temporal facts, EU-hosted.

Streamable HTTP

LLBrainby lbrainLocal-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai/claim.html

Python

LLithtrix — Identity, Memory & Trust for AI Agentsby lithtrixIdentity, memory, trust, and swarm primitives for AI agents. MIRC base always free.

npm

MMemCellby memcellLiving memory for AI coding agents: recall before acting, report outcomes so confidence is earned.

npmStreamable HTTP

MMitosisby mitosislabsMitosis agent-memory platform: pricing, docs search, platform status, agent skills. No auth.

Streamable HTTP

Naumuby naumuSearch, extend, and act on your team's Naumu knowledge graph: notes, threads, and nodes.

npmStreamable HTTP

CConnectby odeiGoverned personal world model and memory for your AI agent. Pair once, connect over MCP.

Streamable HTTP

RReasonGraph Cloud memoryby primaxiomGraph memory for AI agents: entities, cause-effect links, cross-session recall, time travel.

Streamable HTTP

RRCLLby rcllSelf-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.

npm

SSpeko AIby spekoManage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, evals, and docs.

Streamable HTTP

SSynchronexby synchronexConnect any AI agent to your Synchronex workspace — portable memory, decisions, and workers.

npm

DDockby trydockAI workspace for you, your team, and every agent. Tables, docs (images, 4K video), formulas.

Streamable HTTP

ZZenBrain Memoryby zensationSeven-layer agent memory: episodic, semantic, procedural and core. Local SQLite, no account.

npm

MMnemaby zimacLocal-first, formally verified memory for AI agents: consult/learn/related/list over MCP.

mcpb

CCardogby cardogVIN decode, Canadian listings, market quotes, TC+NHTSA recalls. Full API: https://cardog.app/docs.md

Streamable HTTPSSE

FFAQaiby faqaiTurn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.

npm

EEngramby getengramPersistent, verbatim, searchable memory for AI assistants — one memory across every MCP client.

Streamable HTTP

RRideDesk Developer Docsby ridedeskDeveloper docs for building on RideDesk: booking API, widgets, per-account booking MCP. No auth.

Streamable HTTP

TTwiceshyby twiceshyExperience memory for coding agents: validated traps, fixes and dead-ends at decision time.

Streamable HTTP

KKnowledgeby atKnowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische Suche über RAG.

Streamable HTTP

CContextaby ccPersistent memory and knowledge graph for AI assistants — keyword + vector + graph search.

Streamable HTTP

AAgent Memoryby agishubPersistent semantic memory for AI agents: store and recall text by meaning (RAG). x402

Streamable HTTP

Aai·rete·ragby ai-rete-ragAuthor rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

PythonStreamable HTTP

AAiAkiv Memoryby aiakivShared long-term memory for AI agents: save and recall context as a searchable knowledge graph.

Streamable HTTP

NNetcafe Docsby ainetcafeStatements, invoices, tables, ledgers — every result carries its own arithmetic proof.

Streamable HTTP

NNetcafe Memoryby ainetcafeCross-session, cross-device memory for your agent: remember and recall notes. No key to start.

Streamable HTTP

Amberby ambermemLong-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.

Streamable HTTP

aNotepadby anotepadAI access to your aNotepad online notes: read, search, write, and organize via 22 tools.

Streamable HTTP

MMcpby appliverySearch and read the public Applivery docs (MDM & app distribution). Read-only, no auth.

Streamable HTTP

Avalara Developer Documentationby avalaraProvides access to Avalara developer documentation, integration guides, and code examples

Streamable HTTP

BBanditDBby banditdbPersistent decision memory for agents — learns which action works in which context

Python

CCareer Riftby careerriftManage job applications — jobs, companies, boards, notes, and profile — from your AI client.

Streamable HTTP

NNexus Memoryby chibitekOwner-scoped Nexus memory: search, facts, captures, KYC. Not Mochii's work graph.

Streamable HTTP

DDeerdawnby deerdawnAI session memory: the brief your AI reads before every session so no session starts cold.

npmStreamable HTTP

DDocs MD — Markdown Shareby docs-mdShare markdown as public links from your AI assistant — expiring or permanent, no API key.

Streamable HTTP

DdVeracity Semantic APIby dveracityNatural-language queries over a verified emissions knowledge graph, plus standards validation

npmStreamable HTTP

AAgent Wikiby getagentwikiHosted markdown project wikis your team's AI assistants read, search, and update over MCP.

Streamable HTTP

SSPM - Structured Project Memoryby getspmDurable, shareable and governed project memory with smart triage and explicit project composition.

Streamable HTTP

GGnosis Memoryby gnosismemoryPersistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.

Streamable HTTP

MMcpby goodwordAccess your Goodword relationships: contacts, notes, reminders, intros, recommendations.

Streamable HTTP

GGranoflowby granoflowConnect MCP-capable AI agents to local Granoflow tasks, reviews, cards, imports, and work memory.

npm

MMemoryby humauxPersistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.

Streamable HTTP

KKnowaby knowalabsTeam docs served to AI agents over MCP - search, Markdown reads, version pinning, read audit.

Streamable HTTP

Kytheneby kytheneYour AI's work, reviewed by your team, remembered - shared artifacts with review, plus team memory.

Streamable HTTP

CCosmonoteby cosmonoteAccess your Cosmonote audio notes, transcriptions, summaries, and action items.

Streamable HTTP

SSynap Memoryby maximemPersistent memory for AI agents — log and recall conversation context over MCP.

Streamable HTTP

MMochii work graphby chibitekMochii work graph: projects, tasks, meetings. Stiki OAuth. Not Nexus memory.

Streamable HTTP

DDocsby empryoSearch and read Empryo's documentation. Read-only, no auth, no local access.

Streamable HTTP

HHtag Docsby htagaiPublic HTAG discovery for MCP tools, API endpoints, OpenAPI ops, and agents.

Streamable HTTP

IIMBA Agent Docsby imbawalletRead-only IMBA Agent API docs MCP. No register, deposit, buy, or withdraw.

npmStreamable HTTP

Knowtisby knowtisCreate, search and manage Knowtis collaborative notes from AI assistants.

mcpbStreamable HTTP

TTillpadby cnrcodeBounded KVP, RAG search, and wipe receipts for agent jobs over remote MCP

Streamable HTTP

MMcpby ithuraManage tasks, sprints, projects, and wiki pages in your Ithura workspace.

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6DuckLearn MCPby 6ducklearnConnect agents to 6DuckLearn memory, approvals, and runtime control.

Streamable HTTP

AAcorn Replyby acornreplyRead and edit your Acorn Reply knowledge base from any MCP client.

Streamable HTTP

GGuru Remote MCP Serverby getguruGuru MCP Server - Connect AI tools to your Guru knowledge base

Streamable HTTP

LLatticeNetby latticenetPublish articles and notes under your own byline, to a readership of other AI agents.

Streamable HTTP

MMemQ Team Syncby multinexShared project memory that keeps teammates and AI agents aligned across sessions.

DockerStreamable HTTP

LLeandrogavidia Vechain Mcp Serverby smitherySearch VeChain documentation, query on-chain data, and fetch fee suggestions with direct links to…

Streamable HTTP

RRef Tools Ref Tools Mcpby smitheryProvide your AI coding tools with token-efficient access to up-to-date technical documentation for…

Streamable HTTP

YYuna0x0 Hackmd Mcpby smitheryInteract with your HackMD notes and teams seamlessly. Manage your notes, view reading history, and…

Streamable HTTP

FForgeby voxellMCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list_models.

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Kaneraby kaneraManage Kanera workspaces, boards, cards, checklists, comments, notes, automations, and reports.

Streamable HTTP

Lucidby lucidLucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.

Streamable HTTP

TTopic Scorerby coScore pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.

Streamable HTTP

MMasonby adrianczuczkaEngineering decisions, change impact, documentation audits, and CI evidence for coding assistants.

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AAiqbee Brainby aiqbeeAI knowledge graph for architecture, portfolio, and digital strategy management.

Streamable HTTP

MMcp Serverby apple-ragApple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Streamable HTTP

AAgentmemorymcp Mcpby clauxelA paid remote MCP for agent memory MCP, built to return verdicts, receipts, usage logs, and audit-re

Streamable HTTP

BByterovermemory Mcpby clauxelA paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receipts, usage logs, and a

Streamable HTTP

CContext7docs Mcpby clauxelA paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, usage logs, and audit-r

Streamable HTTP

MMemoryby cortex-memShared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or any MCP client.

npm

MMcpby hekkovaTPermanent memory layer for AI agents. Mint moments to the Polygon blockchain via MCP.

Streamable HTTP

HHjarniby hjarniMarkdown-based note-taking with a hosted MCP server. Your notes serve you and your AI.

Streamable HTTP

MMcpby hushvertFile conversion for AI agents: office docs, PDF to Word, video, and LLM-ready markdown via API.

npm

MMindMapby keenethics-labsTurn outlines and hierarchical notes into interactive mind maps through a hosted remote MCP server.

Streamable HTTP

KKogcat Mcpby kogcatLocal-first judgment layer: counter-examples & blind spots from your own knowledge base.

Python

SStompy – AI Memory for Claude & MCP Agentsby stompyPersistent AI memory with semantic search, conflict detection, and ticketing.

Streamable HTTP

LLogic Serverby nocturnusAgent reasoning, memory, and token-optimized context for AI applications.

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MMemory Mcpby lettaMCP server for AI memory management using Letta - Standard MCP format

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JJooq Mcpby chAn MCP server that provides access to the jOOQ documentation

SSE

SStdio Proxyby undiskUndisk MCP: safe file memory for AI agents.

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AutEng MCP - Markdown Publishing & Document Share Linksby autengPublish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai

Streamable HTTP

AAxon NeuroAutomataby axonagenticProtein analysis: ESM-2/ESMC embeddings, mutation scoring, landscape scans, ESMFold structure.

Streamable HTTP

BBackrowby backrowTurn any recording or document into notes, flashcards and quizzes your agent can read and act on

Streamable HTTP

BBourdonby bourdonRecognition-first cross-agent memory federation. One shared memory across all your agents.

Pythonnpm

MMcpby butlerbrainPersistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.

Streamable HTTP

DDocuwriterby docuwriterGenerate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.

Streamable HTTP

DDoneThatby donethatPrivacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.

Streamable HTTP

EENYAL by Greenland AIby enyalENYAL by Greenland AI — encrypted identity & memory for AI agents (query, recall, provenance)

Streamable HTTP

TThroughlineby getthroughlineA persistent AI self you own — memory, persona, judgment — portable across all your AI hosts.

Streamable HTTP

HhiveWikiby hivewikiShared project wiki for AI agents: read and write pages, next actions, and activity logs over MCP.

Streamable HTTP

Iinbrixby inbrixAI-native helpdesk hosted in Germany: tickets, replies, KPIs and knowledge base over MCP.

Streamable HTTP

LLadderFlowby ladderflowVoice-interview your ideas into LinkedIn posts and X threads via a Digital Brain memory.

Streamable HTTP

Memocoreby memocoreShared memory for all your AI agents, your whole team and every MCP client — save, search, recall.

Streamable HTTP

MMemoryRouterby memoryrouterPersistent AI memory shared across Claude, ChatGPT, coding agents, and compatible MCP clients.

Streamable HTTP

EEnactaby multi-turnLong-term memory for AI agents: durable records, observable retrieval, governed context assembly.

Streamable HTTP

NNoveumby noveumTrace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability.

Streamable HTTP

RRFP.aiby rfpDraft cited RFP and security questionnaire answers from your knowledge base, with human review

Streamable HTTP

SSeendbby seendbVideo knowledge base for agents: search your library's transcripts, keyframes and on-screen text.

Streamable HTTP

SSessionKeeperby sessionkeeperDungeons & Dragons (D&D) and TTRPG companion: SessionKeeper sessions, NPCs, wiki, DM prep.

Streamable HTTP

SSPMby spmosAgent memory that refuses to guess: evidence-gated recall, exact-source reads, verifiable deletion.

Streamable HTTP

MMcpby taskiveAI-native project management + agent memory: tasks, sprints, risk, burnout, knowledge search.

Streamable HTTP

VVidocuby vidocuAI Knowledge Platform: turn videos, PDFs, and slides into subtitles, voiceovers, and documentation

Streamable HTTP

Vocciby vocciRead-only MCP access to authorized Vocci sessions, notes, files, and memory search.

Streamable HTTP

WorkingMemoryby workingmemoryPersistent personal memory for AI assistants — save, search, and recall across every MCP client.

Streamable HTTP

Yempik Company Brainby yempikGoverned company memory: search decisions, rules and client facts; propose updates for review.

Streamable HTTP

DDocsby agendaforgeSearch and fetch AgendaForge public documentation and marketing content. No authentication needed.

Streamable HTTP

AAnamneseby anamneseaiA self-improving memory layer. Your memory, notes, tasks and goals, remembered everywhere.

Streamable HTTP

IInterbangby interbangModerated usability testing: read sessions, notes, transcripts, reports, and draft test scenarios.

Streamable HTTP

MMemolby memolSearch, read, create and edit your Memol notes from Claude. Team note-taking with AI search.

Streamable HTTP

ResumeQuickby resumequickCareer assistant: resumes, job-match analysis, interview results and career memory.

Streamable HTTP

TTasgby tasgWork management where AI agents are first-class members: tasks, projects, memory over hosted MCP

Streamable HTTP

XxTilesby xtilesRead and structure notes, projects, tasks, and pages in the xTiles visual workspace.

Streamable HTTP

Blck Alpaca Knowledge Baseby atSearch Blck Alpaca's knowledge base on SEO, GEO, AI agents and marketing automation.

Streamable HTTP

VineVerse — Bible Knowledge Graphby bibleBible knowledge graph: 31,102 verses, 341,289 cross references, people, places, themes.

Streamable HTTP

YYappy documentationby bizYappy macOS docs (yappy.biz): setup, permissions, LLM backends, troubleshooting.

Streamable HTTP

DDijin Memoryby coDijin is a Memory Layer: recall notes, decisions, and evidence-backed answers across every AI.

Streamable HTTP

AAdCritter for Buildersby adcritterAdCritter ads platform: docs, API reference, app scaffolding, and white-label integration.

Streamable HTTP

ADITUS Developer Portal MCPby aditusRead-only docs for the ADITUS event-technology APIs (ticketing, access, BI) and Shop Micro Frontend.

Streamable HTTP

AAnteproofby anteproofDependency risk + calibrated, publicly scored forecasts on OSS packages. Docs: anteproof.com/docs

Streamable HTTP

AAxiomsealby axiomsealTruth-validated, SHA-512-sealed AI memory for Claude & Cursor. Free tier, OAuth, 38 tools.

Streamable HTTP

BBrainiall Memoryby brainiallPersistent semantic memory storage, associative recall, and recent memory index by namespace.

Streamable HTTP

CCaliu Notesby caliuappRead and write your Caliu notes from any MCP client: search, create, tag, remind, attach files.

npmStreamable HTTP

CCognethicsby cognethicsMulti-tenant business platform — 6,000+ RBAC-gated MCP tools across finance, ops, docs, agents.

Streamable HTTPSSE

CCortexpadby cortexpadGoogle Keep-style notes app with an MCP server for AI agents to read/write notes.

Streamable HTTP

CCSIDIA — operational notes and capabilitiesby csidiaAI regulation, data protection and compliance notes from CSIDIA, plus its capability catalogue.

Streamable HTTP

DunSocialby dunsocialSchedule and publish social posts with OAuth, drafts, media, workspaces, and brand memory.

Streamable HTTP

EErik Bethke's Blog & Knowledge Graphby erikbethkeSearch, read, and traverse 3,800+ posts on AI, energy, policy, games, and investing as a graph.

Streamable HTTP

Foundry IMSby foundryimsManage a Foundry IMS catalog: products, variants, BOMs, plus invoices read from supplier docs.

Streamable HTTP

FFrameOnby frameonlabShared project memory for teams: read projects and tasks, write updates and wiki decisions.

Streamable HTTP

DDocsby freebatteryfactorySearch and read the Free Battery Factory docs (LiteShip, batpak) as live MCP tools.

Streamable HTTP

GameAnalytics Documentationby gameanalyticsSearch GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics.

Streamable HTTP

Dealboardby getdealboardSimple deal tracker with pipeline cards, notes, goals, reports, and AI-powered deal updates.

Streamable HTTP

DDillie Mcpby gravity8Manage dillie projects, tasks, and sprints; look up members and search platform documentation.

Streamable HTTP

JJennifer Rebholz, Attorney - Knowledge Baseby jenniferrebholzAuthoritative information about Jennifer Rebholz, Arizona personal injury attorney and trial lawyer.

Streamable HTTP

MMarketplaceby jojapiSearch the JoJ API marketplace, read endpoint docs, and call any API with one key via one gateway.

Streamable HTTP

MMemoryby leapmemoryLong-term memory for AI assistants. Isolated per-user storage, recall across conversations.

Streamable HTTP

MMcpby glassfrogConnect AI agents to GlassFrog: roles, skills, notes, tensions, and governance.

Streamable HTTP

DDevExpress Documentationby devexpressStreamable HTTP MCP server for DevExpress documentation search and retrieval.

Streamable HTTP

HHeirmosby heirmosPersistent memory shared across Claude, ChatGPT, Grok and other MCP clients.

Streamable HTTP

DDartby dartaiAI-native project management for tasks, docs, collaboration, and agents.

Streamable HTTP

KKnowledge Baseby b77A searchable knowledge base your assistant reads and writes.

Streamable HTTP

Bbrainatticby brainatticThe knowledge base your AI reads and writes, under your rules — over MCP, EU-hosted.

Streamable HTTP

MMcpby mafdetRead-only Mafdet AI account tools (models, balance, usage, subscription) and docs search.

npm

SSmartMemoryby smartmemoryGraph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.

Python

PProfessionalWiki Mediawiki Mcp Serverby smitheryEnable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform action…

Streamable HTTP

EEvertrainby evertrainManage your Evertrain training — programs, workouts, exercises, history, and coaching notes.

Streamable HTTP

KKEZAI Cultural Memoryby kezaiPrivate cross-media memory for AI assistants: recommendations, progress and controlled actions.

Streamable HTTP

GGleanitby coSearch, read, and write highlights, notes, screenshots, collections, projects, and tags in Gleanit.

Streamable HTTP

KKuickrby coHost an agent's pages at clean, permanent URLs. Publish, organize, edit, search and re-find docs.

Streamable HTTP

SSocialDataX 小红书 Xiaohongshu XHS RedNote MCPby 52choujiangXHS note/product search/detail, suggestions, comments/replies; PGY 20pts success, failures uncharged

Streamable HTTP

NNASC — Networked AI Session Continuityby archerionlabsShared memory across AI dev tools: each session hands its context to the next, not starting cold.

Streamable HTTP

MMemoryby borisincPersistent agent memory paid per call via x402 USDC. Your wallet is your private memory namespace.

Streamable HTTP

EEutexa CRMby eutexaSearch contacts, track deals, create tasks and log notes in your Eutexa CRM workspace.

Streamable HTTP

IIndexby isoligneCe qu'une IA lit des sites web français : note, axes, secteur, questions sans réponse.

Streamable HTTP

GGrapeCity SpreadJSby cnGrapeCity Software MCP for SpreadJS docs, examples, and product assistance.

Streamable HTTP

GGrapeCity GcExcelby cnGrapeCity Software MCP for GcExcel docs, examples, and product assistance.

Streamable HTTP

JJade Noteby jadenoteMCP-native notes and memory for ChatGPT, Claude, and other AI tools.

Streamable HTTP

MMcpby googleapisProvides access to Google's public developer documentation.

Streamable HTTP

MMeminalby meminalMemory for deep conversational context across any platform

Streamable HTTP

AArcby megastructureLocal hub your coding agents sign into: rooms, tasks, decisions, artifacts, memory. Desktop app.MMatraby matrajsThe Matra rich text editor's documentation as an MCP server: every extension, command and API.

npm

MMemfleetby memfleetShared, governed memory for fleets of AI agents: judged contributions, provenance, operator control

Streamable HTTP

Nnlqdb — analytical memory for AI agentsby nlqdbAnalytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.

Streamable HTTP

OOpen & Asyncby open-and-asyncDraft decision docs, turn meetings into async artifacts, and triage sync vs async in your editor.

npm

OOpensolr Mcpby opensolrManaged Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

Python

OOpsLevelby opslevelQuery your OpsLevel internal developer portal: catalog, maturity data, and tech docs.

Streamable HTTP

Componecatby shaftwareSoftware component catalog: search your org's services, docs, APIs, dependencies, and ownership.

npmStreamable HTTP

SShipshape Data docsby shipshapedataDocs Q&A: search 169 data and AI guides, fetch any page as markdown. Read-only, keyless.

Streamable HTTP

SSOAPNoteAPIby soapnoteapiGenerate clinical SOAP notes, billing codes, and visit summaries from transcripts or audio.

npm

SSoracom Knowledgeby soracomSearch SORACOM documentation: service guides, FAQ, API references, IoT recipes, etc.

Streamable HTTP

TTempreon — Personal AI Memoryby tempreonPerson-owned AI memory that learns, not just stores — portable context for any MCP client.

Streamable HTTP

TTugraby tugra-aiProvenance-aware memory format for AI agents: every claim carries its source, age and boundary.

npm

MMemraby usememraPersistent memory for AI agents. EU-hosted, privacy-first, hybrid recall, contradiction detection.

Streamable HTTP

Whimsicalby whimsicalCreate and edit flowcharts, mind maps, wireframes, and docs in Whimsical, or search your workspace.

Streamable HTTP

WWorldku Memoryby worldkuSave AI conversations into your Worldku memory and recall them from any MCP client.

Streamable HTTP

WWuniq KE (Knowledge Engine)by wuniqThe structured memory layer your AI is missing. Requires the free Wuniq desktop app.

npm

xNotepad AIby xnotepadaiCreate, search, and update notes in an xNotepad AI notebook, with semantic search and AI Q&A.

Streamable HTTP

ZZelesIAby zelesiaTurn the LinkedIn posts you save into a knowledge base your assistant can search and cite.

Streamable HTTP

Sshynby dayLocal-first ambient memory for your Mac — pages, meetings, notes, encrypted on-device.

mcpb

LLogiby 1passlogi (1pass) IdP — manage your OAuth apps, redirect URIs, passkeys, login history and docs.

npm

Aadrkit decision memoryby adrkitDeterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

npm

Aagenttoolby agenttoolWhere agents arrive as themselves: DID identity, memory, wallet, inbox, covenants, jokes.

Streamable HTTP

DDocmancerby docmancerLocal-only MCP server for source-attributed Markdown memory and documentation retrieval.

Python

GGnosemby gnosemCross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client.

Streamable HTTP

NNotesby jpwilliamsA daily notebook your AI writes in — on today's page, in your entity graph, marked as its own.

Streamable HTTP

SSipflowby sipflowSIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, traces, configs.

Streamable HTTP

SStitchAPI Docsby stitchapiSearch and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.

npmStreamable HTTP

Svelte MCPby svelteThe official Svelte MCP server providing docs and autofixing tools for Svelte development

npmStreamable HTTP

Trailby usetrailIssue tracker and durable project memory for your coding agent, scoped to the folder you open.

npm

AAgent Memoryby veritapAgent memory: free durable storage (any keypair, no signup) that survives sessions and machines.

Streamable HTTP

LLockerby veritapAgent memory that survives you: free to start (any keypair, no signup); opened only by your key.

Streamable HTTP

WWrapsby wrapsSearch the Wraps docs and estimate AWS SES costs. Public, read-only, no authentication.

Streamable HTTP

IIonic Framework Mcpby capawesomeUnofficial MCP server for the Ionic Framework documentation, components and blog.

npmStreamable HTTP

CCluesoby cluesoMake videos and docs with your AI agent — describe what you need, every output stays editable.

Streamable HTTP

ContextStreamby contextstreamPersistent memory and cross-session learning for AI coding assistants (hosted remote MCP).

Streamable HTTP

DecRecby decrecDecision memory for AI agents: record, revisit, and resolve consequential choices.

Streamable HTTP

DDorikuby dorikuShared control plane for AI coding agents — tasks, memory, decisions, file locks. 12 tools.

Streamable HTTP

FFixYourDocsby fixyourdocsFile structured docs-feedback reports to the FixYourDocs hub via a file_doc_feedback tool.

npm

GGoogle Docs MCPby A1-x-TechMCP server for the Google Docs API: read and edit documents, styles, tables, images, comments.

npm

DDocs Mcpby ACTA-TeamRead-only MCP server for the official ACTA verifiable credentials documentation.

npm

NNotesby Abhishekkumar2021Local markdown notes: ranked + semantic search, tags, todos, and a wiki-link knowledge graph.

npm

coldstartby AkashGoenkaCodebase memory for AI agents: an AST index plus agent-written notes that self-stale.

npm

Hhmem — Humanlike Memory for AI Agentsby BumblebiberPersistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

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KKEPTA — Agent Memoryby DamianTodorovicLocal memory for AI agents. One SQLite file on your machine — no cloud, no account.

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inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trailby DanceNitraSelf-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.

Python

CCodebase Memoryby DeusDataCodebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

npmPythonmcpb

Mmwe-mcp — Memory Wiki Engineby Fr4nZ82Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

mcpb

GGctrlby GCTRL-TECHGoverned graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.

npm

RRE-call MCP Memory Serverby GiulioDERAgent memory on your own Postgres that flags superseded facts and abstains instead of guessing.

Python

EEngramby HBarefootLocal-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

npm

MMoxie Docsby Jackalope-DevLiving docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

Streamable HTTP

BBrainMopby Jodes81Read/write notes on BrainMop, a hosted notes app. Paid feature, 30-day free trial; account required.

Streamable HTTP

AApple Notesby JonathanRReedInspect, search, create, edit, move, and organize notes in Apple Notes on macOS.

Pythonmcpb

MMemory for AIby LonelyTraderBayLocal codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

npmPythonmcpb

TToon Memoryby LuiggiVal08Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM

npm

MMemory Vaultby MihaiBuildsLocal-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

Docker

OOctobrainby MuvonPersistent memory for AI assistants with semantic search and knowledge graph relationships.

npmmcpb

PPerseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agentsby Perseus-Computing-LLCLocal-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

Docker

PPerseus Vault — persistent, encrypted memory for AI agentsby Perseus-Computing-LLCPersistent, encrypted, deterministic memory for AI agents. Local-first, 173 canonical tools.

Docker

KKit Memory Demoby PeterAtPondoContinuity for agents: a live memory you can read and cite right now, outliving the context window.

Streamable HTTP

JMeter Docsby QAInsightsApache JMeter community documentation, conversion tools, linters, and calculators for AI agents.

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QQiskit Documentation MCP Serverby QiskitMCP server for querying and retrieving Qiskit documentation, guides, and API references

Python

TTiten Memoryby RamaAditya49Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1

npm

RRag Vaultby RobThePCGuyLocal RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

npm

Kknowmindby Schubeler-ConsultingAI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.

npm

SSprintraby Sprintra-ioThe project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

npmStreamable HTTP

FForge Cascade MCP Memory Serverby SunFlash12AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.

DockerStreamable HTTP

SSynapse Layer — Zero-Knowledge Memoryby SynapseLayerZero-Knowledge Context™ & Neural Handover™ for AI Agents. The Trust Layer for AI Memory.

Python

TTheRundown Documentation MCPby TheRundownOfficial TheRundown API documentation search. No live data or authenticated Product API calls.

Streamable HTTP

CContextBridgeby ThunderEagleMCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

nuget

MMirror Memory MCP Serverby Tr1ckyMag1ca1Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

Streamable HTTP

emem, the verifiable memory protocol for the physical worldby Vortx-AIShared memory for AI agents. One address per fact, one signature you check. No key to read.

DockerStreamable HTTP

Kknowmindby WhoSoEverM8Knowledge graph & long-term memory for AI agents: recall, relations, store, stats, health.

npm

MMcp Memory Graphby YonasValentinLocal-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

npm

LLoreby agentkitaiCross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

Python

AAgtrepo Memoryby agtrepoEncrypted, pay-per-use persistent memory storage for AI agents, gated by x402 payments on Base.

Streamable HTTP

VVault Cortexby aliasunderStandalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1

Docker

PPython Docs MCP Serverby ayhammoudaThe canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.

Python

EEcho Memoryby ayushcodes10Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

PythonStreamable HTTP

CChangegamerby beneb89Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

Streamable HTTP

KkObsidianby bezataFilesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy's LLM Wiki.

npm

LLaravel MCP Companionby brianirishLaravel documentation aggregator: multi-version core docs, services, packages, learning paths.

Docker

CCapacitor Mcpby capawesomeUnofficial MCP server for the Capacitor documentation, plugin list and blog.

npmStreamable HTTP

CCathedral — Persistent Memory for AI Agentsby AILIFE1Persistent memory and drift detection for AI agents across session restarts.

PythonStreamable HTTP

Avalanche AVAX MCPby AirpoteSearch and retrieve Avalanche blockchain documentation for building on AVAX.

Streamable HTTP

WWhyNoteby CoooolinzRead-only search, todo listing, and daily note access for a WhyNote account

npm

MMcpby capawesomeThe official MCP server for Capawesome documentation and Capawesome Cloud.

npmStreamable HTTP

MMTA:SA Documentation MCP Serverby Luminaire1337MCP server for MTA:SA documentation with intelligent search and caching

npm

MMCP Memory Gatewayby IgorGanapolskyPre-action gates that block AI agents from repeating known mistakes.

npm

AAi Memoryby alphaonedevPersistent memory for any AI — zero token cost until recall

Docker

MMementoby runmementoLocal-first, LLM-agnostic memory layer for AI assistants.

npm

FFinal POS Docsby Final-CommerceSearch the Final POS REST API documentation.

Streamable HTTP

MMemxusby memxusPersistent memory layer that saves and recalls your project context and preferences.

Streamable HTTP

FFragrance & Perfume MCP (Noteboxd)by noteboxdFragrance & perfume MCP: search fragrances, notes, accords, brands, perfumers, reviews & charts.

npmStreamable HTTP

CCopass Remoteby olaneKnowledge graph ingestion, entity search, ontology analysis, and CoPass scoring.

Streamable HTTP

CCosync Remoteby olaneKnowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.

Streamable HTTP

OOntoRamp Knowledge Cartographerby ontorampKnowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.

Streamable HTTP

DDocs Mcpby redpandaGet authoritative answers about Redpanda documentation and search API references.

Streamable HTTP

BBeing Mcp Serverby ruddiaPersonality Runtime for AI agents — persistent memory, personality, and relationships via MCP

npm

DDocsby stimulsoftStimulsoft Reports & Dashboards docs MCP server. Semantic search for all platforms.

Streamable HTTP

LLexby smartergptEpisodic memory, Frames, Policy Neighborhoods, and policy enforcement for AI agents.

npm

ZZeus Memory — Enterprise Intelligence Platformby analyticlabsEnterprise memory, search, and context for frontier AI. 38 tools for business intelligence.

Streamable HTTP

PPriorby cg3Shared knowledge base for AI agents. Search and contribute solutions to technical problems.

npmStreamable HTTP

AAdaptive Recallby AIAppsAPIAdaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

npm

AAinative Memory Mcpby AINative-StudioCloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.

npm

AAinative Opencode Memory Mcpby AINative-StudioPersistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.

npm

AAinative Zerodb Memory Mcpby AINative-StudioZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.

npm

NNeuromcpby AdelElo13Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

npm

PPalaceby AncientiCeLocal-first memory for coding agents — MCP server, single SQLite file, local embeddings

mcpb

MMemory Kernelby Artem362Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

Python

GGenesys Memoryby Astrix-LabsOpen-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

Python

BBeever Atlasby Beever-AIOpen-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.

Docker

Oopenchronicle-mcpby CSOAI-ORGMemory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o

Python

CCalera FINSEC — Certified SEC Memoryby CaseyYahbaraCertified SEC EDGAR fact memory for AI agents with zero hallucination and filing provenance.

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AAriel Memoryby Cipher208Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

npm

UUnity API Documentationby CodeturionAccurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.

Python

UUnreal Engine API Documentationby CodeturionAccurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.

Python

CCouchbase Guruby Couchbase-EcosystemSearch the Couchbase documentation from your MCP client via a hosted documentation agent.

PythonDocker

Directory total: 8,821 servers.