AI and memory

MCP servers for embeddings, vector stores, model gateways, and long-term memory. MCPpedia lists 1758 published AI and memory MCP servers. The highest trust scores right now are Codebase Memory at 77, haiku.rag at 74, Mnemoverse Memory at 74. 754 listings speak a remote transport, which a hosted client can connect to with a URL. Each server page shows the license, the tools it declares, and a paste-ready config for Claude, Cursor, VS Code, and the other supported clients. Nobody can pay to move up the list.

1,758 servers

Inkwell

by veronchenko · Python

Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links

Registry

2—/wk— tools

pseudonym-mcp

by woladi · TypeScript

Locally pseudonymizes sensitive text before cloud LLM work and restores the tokens afterward.

Registry

2—/wk— tools

edititall-mcp

by subcue · JavaScript

Drive EditItAll's local in-browser editors: PDF, sheet, photo, vector, Word, slides.

Registry

034/wk— tools

kireo

by wang1051992187 · TypeScript

Long-term memory for Claude Code, Cursor and any MCP client, with a searchable web dashboard.

Registry

030/wk— tools

AI AppSec

by subodhkc

Evidence-backed AppSec for AI applications and agents. Powered by HAIEC.

Registry

—3K/wk— tools

context-sync

by intina47 · TypeScript

Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more

Registry

190179/wk— tools

Pensyve

by major7apps · Rust

Universal memory runtime for AI agents — episodic, semantic, and procedural memory.

Registry

97—/wk— tools

code-memory

by kapillamba4 · Python

Local semantic code search with Git history. Works offline, no API key needed.

Registry

49—/wk— tools

mcpollinations

by pinkpixel-dev · JavaScript

Model Context Protocol (MCP) server for the Pollinations APIs with image saving functionality.

39255/wk— tools

TheCrawler

by manchittlab · TypeScript

Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.

Registry

2—/wk— tools

agentvet

by mukundakatta · JavaScript

Validate tool-call args before execution. Returns LLM-friendly retry hints.

Registry

1—/wk— tools

agentmailkit

by ariaxhan · Python

Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.

Registry

1—/wk— tools

loci

by 3m1ry33t · Python

Scoped memory for coding agents: picks the right project, answers in scope, or abstains.

Registry

1—/wk— tools

Dense Knowledge

by lucky44k · Python

Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.

Registry

1—/wk— tools

CogSession

by premanand8800 · Python

Session memory for AI coding agents: records decisions and dead ends, flags what went stale.

Registry

1—/wk— tools

agentcast

by mukundakatta · JavaScript

Structured-output enforcer: extract and validate JSON from messy LLM text.

Registry

1—/wk— tools

xaip-mcp-server

by xkumakichi · TypeScript

AI agents get on-chain identity, credentials, reputation, escrow, and persistent memory on XRPL.

Registry

1—/wk— tools

context-keeper

by jarmstrong158 · Python

Durable project-memory MCP: decisions, constraints, and pipelines across Claude sessions.

Registry

1—/wk— tools

reef

by diepzee · Python

Shared, living memory for you and your people — coves your AI assistant can read and write.

RegistryRemote

1—/wk— tools

boot-doctor-mcp

by pamela-0 · Python

Deterministic PC no-boot/no-POST diagnostics: real beep-code tables, no LLM guessing.

Registry

1—/wk— tools

cortex

by vblackjack · Python

Local multi-client RAG server over the Model Context Protocol.

Registry

1—/wk— tools

auth-token-service

by mikerawsonnz · Python

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t

RegistryRemote

1—/wk— tools

meminal

Unknown author

Memory for deep conversational context across any platform

RegistryRemote

——/wk— tools

svelte-llm-mcp

by khromov

An MCP server that provides access to Svelte 5 and SvelteKit documentation

RegistryRemote

——/wk— tools