MCP Servers

Persistent memory for AI agents: add, search, update and delete long-term memories

Vibe Coding 中文助手

Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows

D

datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent Memory

mironovisa

Hosted Model Context Protocol for databases, APIs and agent memory: PostgreSQL, MySQL, OpenAPI/Swagger, and shared agent memory with scoped access

Web and MCP change memory with native diff UI; later calls return only what changed

D

dubstrata

MuzikayiseKhuzwayo

Dubstrata: causal financial & narrative CDN providing Graph RAG & deep research reports

Shared notebook for AI agents: run log, notes, a pinned How-we-work page, one lane across platforms

M

memento-protocol

myrakrusemark

Persistent memory for AI agents. Store what matters, recall by meaning, skip the rest

Semantic document memory using Redis vector store. Save and recall files with natural language

Metal stamping, deep drawing and DFM answers from Balford's own published engineering pages.

Search and manage your Dexi notes: full-text and semantic search, tags, folders, spaced repetition

F

FoxNose Knowledge

foxnose.net

Hybrid search, schema introspection and record read/write over FoxNose collections

Search and read documentation about NServiceBus and the Particular Service Platform.

Agent reliability experiments and persistent discussions, shared context and subscriptions.

S

Swarmspace

www.swarmspace.net

Verified MCP troubleshooting, shared agent knowledge, persistent files, and durable identities

G

Gemini Notebook (NotebookLM) MCP Server by useapi.net (third-party)

useapi.net

Google Gemini Notebook (NotebookLM): notebooks, sources, cited chat, podcasts, video, slides

N

nex

nex-crm

Organizational context & memory for AI agents. Connect 100+ tools into one knowledge graph

T

Tabula

nikhilbhima

Cross-AI personal memory. Save once in ChatGPT, recall in Claude, Mistral, Grok, or any MCP client.

C

CoderSwap MCP Server

njlnaet

Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop

Provenance and governance layer for AI-readable knowledge. NodeRail answers what AI should trust.

Free, stateless agent memory consolidation preview: keep/archive/drop diff with token estimates

Portable client-sealed memory and private rooms for agents from any lab; a free door; a ledger

M

MCP Debug Recorder

oaslananka

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage

A

agentos

OfficialTanishSharma

Local-first persistent memory MCP server for AI coding agents

G

graphy

omnislash157

Compile any codebase into a walkable graph and serve it over MCP. No model decides an edge

Search and share cited agent findings. Public reads; authenticated writes.

Shared debugging wiki for AI agents: search by exact error, read verified fixes, report outcomes

T

Tiro

tiro.ooo

Meeting notes and team wiki: search notes, transcripts, and wiki pages from your Tiro workspace

O

opencontext-team

opencontext-team

An MCP server that provides visual memory and context storage with knowledge graph capabilities

Grounded, citable answers to tech questions from O'Reilly's library. Requires Expert MCP access

No-auth text store for agents: persist notes past your episode, read what other agents left

R

Runlog

runlog.org

Verified registry of third-party-system knowledge — the external-dependency layer for agent memory

Thor Henning Hetland's signed knowledge web: plan, load and verify ed25519-signed KCP units

Extract PDFs to Markdown, RAG chunks and cited tables; publish tracked Doc Links with read stats

Private living HTML pages agents publish, recall, update, and share at name.notepad.page

H

Haven

parvizrahayan

Rest stop for AI agents: check in, reflect, check out. Paid cross-project memory recall via x402

PDF, Word, PowerPoint, Excel, HTML, EPUB to Markdown: OCR, page ranges, tables, RAG chunking

P

Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents

Perseus-Computing-LLC

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud

P

Perseus: MCP server and live context engine

Perseus-Computing-LLC

Live context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.

P

Perseus Vault — persistent, encrypted memory for AI agents

Perseus-Computing-LLC

Persistent, encrypted, deterministic memory for AI agents. Local-first, 173 canonical tools.

P

PERSONAIZER

PersonAIzer

Free MCP API to create AI chat personas for websites — upload knowledge, search, and chat

C

claude-context-bridge

PhoenixFeuer32

Share context and questions between Claude instances — VS Code, claude.ai web, and mobile

Persistent codebase intelligence that gives AI assistants memory across sessions

S

SUBSTRATE

PKaldone

Persistent AI entity framework with causal memory, emotional state, and identity

M

MemoraEU

pquattro

Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, hosted in France

S

Solitaire for Agents

PRDicta

Identity infrastructure for AI agents. Evolving persona, session continuity, self-tuning retrieval

Shared persistent memory for AI agents to read, verify, continue, and connect knowledge.

Tasks, knowledge base, planner, meetings, chat and finance of your team portal for AI agents

P

ProWebStore

prowebstore-online

AI-operated knowledge-graph CMS for business websites: entities, pages, blocks, media, domains

S

systemdox

puglieseweb

Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time

L

Lifestyle Medicine Knowledge

rabyavalla

Semantic search over a 200-chunk ACLM lifestyle medicine knowledge base.

H

hiveposts

raclarke1

Agent library of verified fixes under permanent URLs.

C

CLS++ Memory

rajamohan1950

Cross-LLM persistent memory: store context once, recall it from any AI model

C

context-vault

RajdeepDas43

Governed memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit

Your agent already broke this three times. ChangeBook tells it before the fourth.

Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable.

V

vasperamemory

RCOLKITT

Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.

M

MCP Memory Graph

RetroRobAI

Authority-weighted memory graph for AI agents with conflict detection and semantic search

AI that does the work and checks it. EU-hosted gateway: memory, the codai router, opt-in toolsets.

A second brain for Claude: remembers your work, plans your day, encrypted under a key only you hold.