MCP Servers 5,049

Brainstorm

io.github.spranab/brainstorm-mcp

A✓Verified

Multi-model AI brainstorming debates with code review and quick perspectives

brain — the recorder

io.github.mordechaipotash/brain-mcp

A✓Verified

Records your Claude Code, Codex and Pi history before deletion.

Total Agent Memory

io.github.vbcherepanov/total-agent-memory

A✓Verified◆ advisory

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

Better Code Review Graph

io.github.n24q02m/better-code-review-graph

A✓Verified

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

MikroMCP

io.github.AliKarami/mikromcp

A✓Verified

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

Mdma

io.github.MobileReality/mdma

A✓Verified

MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

52 tools for Indian stock markets — NSE & BSE quotes, screener, financials, FII/DII, options

MCP AutoMem

io.github.verygoodplugins/mcp-automem

A✓Verified

Graph-vector memory for AI assistants using FalkorDB and Qdrant

Minirag

io.github.sfrangulov/minirag-mcp

A✓Verified

Local-first RAG MCP server: hybrid search over a folder of your own documents

MarkuprPlusNew

io.github.hashfunction/markuprplus

A✓Verified

Records your screen and voice, returns one annotated screenshot and finding per mark.

MCP ZAP Server

io.github.dtkmn/mcp-zap-server

A✓Verified

Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.

Dns Aid

io.github.dns-aid/dns-aid

A✓Verified

Discover and publish AI agents via DNS using SVCB records (RFC 9460)

esa

io.github.esaio/esa

A✓Verified

Official MCP server for esa.io - a documentation sharing service for teams

Nutrient Document Engine MCP Server

io.github.PSPDFKit/nutrient-document-engine-mcp-server

A✓Verified

MCP server for self-hosted Nutrient Document Engine: extract, edit, redact, and annotate documents.

build123d MCP

io.github.pzfreo/build123d-mcp

A✓Verified

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

Devkit Server

io.github.mapbox/mcp-devkit-server

A✓Verified

Provides AI assistants with direct access to Mapbox developer APIs and documentation.

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

io.github.Perseus-Computing-LLC/mimir

A✓Verified

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM.

Memory Vault

io.github.MihaiBuilds/memory-vault

A✓Verified

Local-first AI memory layer with hybrid search.

Perseus Vault — persistent, encrypted memory for AI agents

io.github.Perseus-Computing-LLC/perseus-vault

A✓Verified

Persistent, encrypted, deterministic memory for AI agents.

Apple Mail MCP

io.github.imdinu/apple-mail-mcp

A✓Verified

Apple Mail MCP server with full-coverage FTS5 body search, reliable on large mailboxes.

ZettelForge

io.github.rolandpg/zettelforge

A✓Verified

Agentic memory for cyber threat intelligence.

Godot MCP Runtime

io.github.Erodenn/godot-mcp-runtime

A✓Verified

Zero-addon MCP server for Godot 4: agents edit, run, and play-test the game.

Jacobian

io.github.morluto/jacobian

A✓Verified

Executable mathematics and independent verification for AI agents.

Server

io.github.upstash/mcp-server

A✓Verified

Manage Upstash databases and resources through the Upstash Developer API.