AI and memory servers store what an agent learns, retrieve from vector indexes, or call other models. Note where embeddings are computed and where memories are stored before you connect one. 3565 published MCP servers match this ranking. The highest trust scores right now are Bilinc at 62, Scigantic at 62, UniMCP at 62. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best AI and memory MCP servers is not a paid placement.
Every server that matches this ranking, ordered by trust score.
by aliakhtari78 · Python
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
by oleksiijko · Python
Local-first persistent memory for AI coding agents.
by logi-cmd · JavaScript
Merge gates and safety checks for AI coding agents via MCP.
Git-backed markdown memory for AI agents; search hides superseded and archived notes.
by luiggival08 · TypeScript
Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM
by cyyprezz · Python
Control Krita through a secure local MCP server and authenticated Windows bridge.
by hasdata · JavaScript
Yelp business search, place details and the full review feed, as structured JSON.
Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.
Local memory server for AI agents: hybrid search, a fact graph and a hash-chained audit log.
by saucelabs · Python
An open-source MCP server that provides LLM access to the Sauce Labs API
by hasdata · JavaScript
Zillow for-sale, for-rent and sold listings, and full property details, as structured JSON.
by hasdata · JavaScript
Walmart search, product pages and customer reviews on walmart.com and walmart.ca, as JSON.
by hasdata · JavaScript
Amazon keyword search, product details, seller profiles and seller catalogues, as structured JSON.
by tinhien11 · TypeScript
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
by hasdata · JavaScript
Yellow Pages local business search and full business listings, as structured JSON.
by kyle-visner · Go
AI agents run business processes on your business data. Every change is attributed and reversible.
by dakera-ai · Rust
Agent memory engine — 106 MCP tools, self-hosted, single Rust binary
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.
by srinivasan-78 · Python
Ask a codebase a question, get back the source that answers it — every block cited to file:line.
Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.
by claymore666 · TypeScript
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
by kemalyy · Python
Compiles structured specs into SCORM 1.2/2004 e-learning packages. 47 tools, quality gate, no LLM.
by kknee-dev · JavaScript
中国校园招聘（秋招/春招/实习/提前批）在招岗位、企业档案、投递截止与求职攻略数据。免 API Key、免注册、只读。
Multi-account tool broker for AI agents — CLI and MCP.