AI & ML MCP Servers
Memory, reasoning, RAG and ML tooling.
1869 servers
Core
Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.
LinkLore
AI-native structured memory for agents (MCP). Built for agents, not humans.
github-twin
Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.
Suma Memory
Persistent memory for Claude Code and Cursor. Stop re-explaining your project every session.
Vector Search API
In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
Cogmemai
95.10% LongMemEval (highest published). Encrypted persistent memory for Ai coding assistants.
Mirror
Give Claude an honest self-model — behavioral tendencies built from evidence, not session memory. Mi
Ls Search
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account.
Performance Co-Pilot
Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes
Memini
Local-first project memory and mistake-prevention guardrails for AI coding agents.
Buildpulse
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run history.
Unstructured Transform
Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.
TokenKnows
Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted
NASC — Networked AI Session Continuity
Shared memory across AI dev tools: each session hands its context to the next, not starting cold.
Quelllm
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM and cost estimates
MarkGrab
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube, PDF, DOCX.
SAGE — Solver-Augmented Grounding Engine
LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.
Sportwizzard
Real-time sports betting data: odds, player props, edges and arbitrage from 35+ books and DFS apps.
Cve Intelligence
CVE intelligence: exploitation (KEV/EPSS), detection coverage, fixed versions. All tools keyless.
Fragments
Design system MCP with 9 tools for component discovery, rendering, and a11y auditing
Aidimag
Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.
Sthayi
Local-first AI memory over MCP. No account; you own the store.
Memnode
Persistent, inspectable memory for AI agents with lineage, correction, and a hosted MCP endpoint.
innernet
Your versioned memory across every AI tool — context maps, personal memory, and tasks over MCP.