MCP Servers 3,417
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Agent Magnet
Behavioral memory layer for AI tools.

Global Agent Memory
Shared, project-aware memory for Claude Code, Codex, and other agents with human review.

Semantic Scholar MCP Server
MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.

CogniRepo
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents.

Pulse8 Ai Cortex Knowledge Vault
Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.

Repo Graph
Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

Attestor
Self-hosted memory for agent teams.

Proxmox
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
MCP Hangar
Policy enforcement plane for MCP: every tool call ends in a verdict.

memo
Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

Model Ledger
Model inventory and governance: trace deployed models and their dependencies as an append-only log

T-Bank MCP
T-Bank (Т-Банк) mobile banking: accounts, cards, transfers, bill pay, grocery, tickets, travel

Memwright
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

FinStack MCP
India-first MCP server for NSE/BSE, fundamentals, analytics, and market research workflows.

Midas
Local-first, source-traceable agent memory — no LLM at ingest, fully offline
Codeweaver
Semantic code search built for AI agents.

Dense Evolution
Real quantum circuit simulator, VQE, molecular Hamiltonians, QM/MM forces, and MD via 21 tools.

Semahash
Content-addressed semantics: fail-closed handshakes over 457 cognitive patterns.

UK Legal Research
UK legal research — case law, legislation, Hansard, bills, votes, committees, HMRC, citations

Longhand
Local memory for Claude Code.

Gmc
MIT-licensed pip-installable MCP for Google Merchant Center on Merchant API v1 (126 tools).

YADE MCP Server
MCP server for YADE — open-source DEM engine.

