Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Local FAISS MCP Server
Published by GitHub account nonatofabio
A local FAISS vector store that lets an assistant ingest documents and run semantic search over them for RAG.
OPC UA Modeler
Published by GitHub account node-opcua
Gives assistants OPC UA companion-spec type knowledge and tools to validate, generate, reverse-engineer and AI-create OPC UA information models.
kg
Published by GitHub account nnar1o
Local knowledge graph memory server that gives an AI assistant persistent, editable project memory stored as graph files on your machine.
Jitapi
Published by GitHub account nk3750
Turns any OpenAPI spec into an executable interface: it indexes endpoints, finds the right ones by semantic search, and lets the assistant plan and run API call
CoderSwap MCP Server
Published by GitHub account njlnaet
A local MCP server that lets an assistant build searchable AI research knowledge bases with hybrid vector search inside Claude Desktop.
Coalent
Published by GitHub account nisarg-pujara-vectorlink
Serves fresh, source-attributed facts from a Coalent semantic cache to MCP clients, invalidating cached understanding when a source changes.
three.ws 3D Studio (free)
Published by GitHub account nirholas
Remote three.ws 3D Studio server that lets an assistant generate, rig, refine and inspect textured GLB 3D models from text or images, free and without an…
Repository Intelligence
Published by GitHub account nirholas
A local code-intelligence server that lets an assistant analyze repositories for structure, complexity, dependencies and security issues.
three.ws Marketplace
Published by GitHub account nirholas
Read-only MCP server that lets an assistant browse and search the public three.ws agent marketplace and skills catalog.
Documentation Extractor
Published by GitHub account nirholas
Fetches and extracts llms.txt and install.md documentation from websites so an assistant can work with agent-ready docs.
Alibaba Cloud DashScope — Qwen
Published by GitHub account nirholas
Local MCP server that lets an assistant run Qwen chat completions, text embeddings and model listing through your own Alibaba Cloud DashScope account.
Bible Mcp
Published by GitHub account nirajagarwal
Read-only Bible study server: scripture text, original-language word study, cross-references, entities, concepts and semantic search over a bundled corpus.
Resume Evidence Mcp
Published by GitHub account nimish14
Local stdio MCP server that gives coding agents BM25-based retrieval of grounded resume evidence matched to a job description.
Nimbus
Published by GitHub account nimbus-agent
A small launcher that connects an MCP client to an already-installed local Nimbus CLI, exposing its local index search and built-in agents.
diffctx
Published by GitHub account nikolay-e
Local MCP server that analyzes a git diff or symbol and selects the minimum code an assistant needs to review it, within a token budget.
Trace Mcp
Published by GitHub account nikolai-vysotskyi
Local code-intelligence server that indexes a repository into a symbol graph so an assistant can search, read and trace code without re-reading whole files.
Mnemon Mcp
Published by GitHub account nikitacometa
Gives an AI assistant persistent long-term memory stored in a local SQLite file, with layered memories, versioned facts, and full-text or hybrid search.
Tabula
Published by GitHub account nikhilbhima
Tabula is a remote, OAuth-protected personal memory service that lets an assistant save memories once and recall them across different AI clients.
Nifra docs
Published by GitHub account nifrajs
Nifra docs, runnable examples, and API types as an MCP server for any AI assistant.
Word Orb — English vocabulary for reader glossaries
Published by GitHub account nicoletterankin
Remote MCP server exposing Word Orb's AI-assisted English lexical records so an assistant can look up words, build glossaries, and fetch lessons, quizzes and…
Keepsake
Published by GitHub account nicolascroce
Connects an AI assistant to a Keepsake account so it can manage contacts, companies, interaction logs, notes, tasks, tags and daily intentions.
Servicenow Nodejs
Published by GitHub account nickzitzer
Lets an assistant query, create, and update records across one or more ServiceNow instances, run background scripts, and search ServiceNow documentation.
Studydiff
Published by GitHub account nickjlamb
Compares two scientific papers and explains why they disagree, with every extracted value backed by a verbatim source quote.
Pubcrawl
Published by GitHub account nickjlamb
PubMed & Europe PMC literature search, US/UK drug labelling, and clinical trials for AI assistants.