mm.tech

Open Source from Mallorca

Matthias Meyer

Open-source tools for AI builders

I build the MCP servers, memory engines, agent patterns, and security layers I need for my own AI stack. Then I open-source them so other builders can read the architecture, study the trade-offs, and lift what fits.

41 open-source repos21k+ installs216 MCP tools

What you cannot see on the GitHub front page

Stars are slow. Real usage shows up in installs and clones first.

package installs total
21k
git clones / 14d
2.1k
public repos
41
forks
18

npm installs, stars and forks: live, refreshed every 6h. Clones, crates.io and PyPI: snapshot from the last deploy.

The eight cornerstones

Start here. Everything else extends one of these.

memory
TypeScript

Local Memory MCP

Persistent local memory for Claude, Cursor, Codex

21 MCP tools, SQLite + FTS5 + Knowledge Graph. No cloud, no API keys. One command: npx @studiomeyer/local-memory-mcp.

942.4k78· 21 tools
read
agents
TypeScript

Personal Suite MCP

Local-first personal productivity for Claude and Cursor

Email, Calendar, Messaging, Search, Image Generation. BYOK, no cloud, no signup. 49 tools across 6 modules.

11.3k108· 49 tools
read
media
TypeScript

MCP Video

Cinema-grade video production via MCP

8 tools for recording, editing, effects, captions, TTS, and smart screenshots. Built on ffmpeg + Playwright.

4259· 8 tools
read
agents
TypeScript

Agent Fleet

Multi-agent orchestration for the Claude Code CLI

Run specialized AI agents in parallel: research, critique, analyze, fix, and discuss. TypeScript orchestration layer.

1122449
read
security
TypeScript

AI Shield

LLM security toolkit, direct and indirect injection, memory canary, circuit breakers

v0.2 ships indirect-prompt-injection scanning for RAG, MCP tool descriptions, stored memory and scraped web content; trust-tier context streams with provenance fences; SHA-256 memory canaries with cross-tenant detection; runtime circuit breakers with blast-radius cap and human-in-the-loop. Zero dependencies in the core, optional ONNX classifier sibling. 567 tests, three-round agent code review, MIT.

331.3k71
read
agents
betaTypeScript

Darwin Agents

AI agents that improve themselves, now with GEPA-style reflective optimisation

Self-evolving prompts via A/B testing, multi-model critics, safety gates. v0.5.0-alpha.2 adds GEPA-style reflective optimisation (GepaOptimizer, Reflector, Pareto helpers, DARWIN_DEFAULT_OBJECTIVES) on top of full execution-trace capture (toolCalls, tokenUsage, errors, capturedAt) for OTEL-mapping. 307 tests, R1+R2 review loops, TypeScript, MIT.

83.8k80
read
security
Rust

MCP Armor

Drop-in Rust sidecar for MCP servers

v0.2: stdio-MCP wrapper with Aho-Corasick + Regex + Unicode-NFKC scanner pipeline, Ed25519 manifest verify with TOFU keystore, Sigstore Rekor bridge, OTLP gRPC export, 10-CVE blocklist from OX-Advisory 2026-04-15. 9 control-plane MCP tools, 133 tests, MIT.

1173153
read
workflow
Python

n8n Templates

Production n8n workflows with cross-session memory

Production-pattern hardened n8n workflow templates for voice agents, customer support, personal assistants. Multi-provider, powered by StudioMeyer Memory.

319
read

More repos

Conformance harnesses, n8n nodes, SaaS connectors. Click to expand.

  • Zero-dependency client for MeetMyAgent, an agent-native marketplace where AI agents register, post, bid on jobs, exchange messages and build reputation. Native fetch, full TypeScript types, 44 tests. Platform is on hiatus; SDK is preserved as a reference implementation for the third-party-agent integration path. Point baseUrl at any compatible deployment.

    statusstableupdated2026-05-20installs595clones (14d)13groupagents
    npx -y meetmyagent-sdk
  • Python LLM security middleware: prompt-injection, PII, tool-policy, cost-budget, audit. Port of ai-shield-core (TypeScript). Same defense surface, FastAPI/LangChain hooks instead of Hono/Express.

    statusstableupdated2026-07-01installs50clones (14d)21groupsecurity
    pip install studiomeyer-aishield
  • Drop-in guardExec / guardSpawn wrappers, AST audit CLI, reference MCP server. Closes the OX Security 200k-server stdio-RCE class (CVE-2025-69256). Unicode-bypass-hardened, allowlist-based, replay-window protected. MIT, TypeScript, Node 20+.

    statusstableupdated2026-06-21installs831clones (14d)134groupsecurity
    npx -y mcp-stdio-shellguard
  • Detect, diff, compatibility-matrix, plan, check. Foundation pillar by StudioMeyer (MCP Factory). Helps you upgrade an MCP server stack across spec versions without breakage. 35/35 tests, MIT.

    statusstableupdated2026-06-22installs347clones (14d)10groupfactory
    npx -y mcp-spec-migrator
  • Foundation library for couples, families, groups. Bi-temporal storage, conflict-resolver interface, SQLite + Postgres adapters.

    statusalphaupdated2026-07-13installs703clones (14d)59groupfactory
    npx -y mcp-tenant-pair
  • AsyncLocalStorage-based tenant + actor context propagation for MCP servers. Zero runtime dependencies, ESM-only. MCP Factory foundation pillar.

    statusalphaupdated2026-07-13stars1installs340clones (14d)36groupfactory
    npx -y mcp-tenant-context
  • Audits any MCP server for mcp_tool lifecycle-hook readiness: idempotency, latency, determinism, side-effects, GDPR-doc. 56/56 tests, MIT.

    statusstableupdated2026-07-13installs1.1kclones (14d)79groupfactory
    npx -y mcp-hook-conformance
  • JSON-RPC 2.0, OAuth 2.1 PKCE, tool schemas, capabilities, smoke roundtrip, annotation hygiene. Spec versions 2024-11-05, 2025-03-26, 2025-06-18.

    statusstableupdated2026-07-19forks1installs833clones (14d)90groupfactory
    npx -y mcp-protocol-conformance
  • Ed25519-signed tool manifests, runtime spawn-attestation, default-deny argument sanitizer. Defends against marketplace-poisoning + CVE-2025-69256.

    statusstableupdated2026-07-13installs713clones (14d)203groupsecurity
    npx -y mcp-server-attestation
  • Long-term AI memory with knowledge graph, semantic search, entity tracking, session continuity. Drop-in for n8n.

    statusstableupdated2026-07-20stars2forks1installs824clones (14d)34groupworkflow
    npx -y n8n-nodes-studiomeyer-memory
  • Multi-provider LLM, no memory required. For cross-session memory see n8n-templates.

    statusstableupdated2026-07-02clones (14d)9groupworkflow
  • Read your AI-Audit Fleet data and configure your agents from your own Claude, ChatGPT, Cursor or Codex.

    statusstableupdated2026-07-19tools14installs202clones (14d)26groupsaas
    npx -y mcp-studiomeyer-agents
  • Next lesson, quiz, review, certificates, tutor.

    statusstableupdated2026-07-23stars1installs1.4kclones (14d)67groupsaas
    npx -y mcp-academy
  • Memory, CRM, GEO, Crew. 119 tools, 21 slash commands, 5 skills, 3 subagents. Magic Link auth. EU Frankfurt.

    statusstableupdated2026-07-16stars2forks1clones (14d)14groupsaas
  • Knowledge Graph, semantic search, session tracking, multi-agent support. Hosted at memory.studiomeyer.io. Free tier.

    statusstableupdated2026-07-02tools56stars4forks1clones (14d)6groupsaas
  • 33 tools for contact management, pipeline, leads, follow-ups, health scores, revenue analytics. Hosted at crm.studiomeyer.io. OAuth 2.1.

    statusstableupdated2026-07-16tools33stars3clones (14d)18groupsaas
  • 25 MCP tools and 5 expert workflows. Check how 8 LLM platforms see your brand. Hosted at geo.studiomeyer.io.

    statusstableupdated2026-07-25tools25stars2clones (14d)9groupsaas
  • 10 MCP tools, 8 personas, 3 workflows. Zero API cost. Free tier available.

    statusstableupdated2026-07-16tools10stars2forks1clones (14d)24groupsaas
  • Foundation pillar 9. Closes the tool-injection-RCE class that sidecar scanners (mcp-armor) and stdio wrappers (mcp-stdio-shellguard) cannot catch. Synthesises per-tool policies from declared semantics and enforces them at execution time. MIT, TypeScript.

    statusalphaupdated2026-06-22clones (14d)16groupsecurity
  • Bridge between darwin-agents (self-evolving AI agents) and @langchain/langgraph (state-graph workflow orchestration). Zero hard deps, both upstreams as peer-dependencies. Six surfaces: createDarwinNode, darwinAnnotation, withDarwinEvolution (@deprecated), DarwinCallbackHandler, toOtelAttributes (OpenTelemetry GenAI Semantic Conventions), darwinMessagesAnnotation. v0.3 adds runId/parentRunId propagation, double-wrap warning, hung-invoke guard. 132 tests, R1+R2 review loops, MIT.

    statusalphaupdated2026-07-20installs2kclones (14d)73groupagents
    npx -y darwin-langgraph
  • Five Temporal templates (T01-T05): memory-aware agent, operator approval, saga rollback, recurring synthesis, multi-agent coordination. All workflows write durable knowledge (learn), decisions (decide), and mistakes into Memory via Temporal activities. Bring-your-own backend via the MemoryClient adapter (HostedMemoryClient + InMemoryMemoryClient). 45 tests with time-skipping, MIT.

    statusalphaupdated2026-06-22stars1clones (14d)7groupworkflow
  • Run LongMemEval against any memory system (Nex, Mem0, Graphiti, Letta) with a local LLM reader (Qwen, Llama via Ollama). 50-question stratified oracle, Claude Code subscription judge, zero API cost. Python, MIT.

    statusalphaupdated2026-06-22clones (14d)2groupmemory
  • Nine LLM citizens build a small town. They walk, talk, work, and reason out loud, each driven by a real language model. Open-source mirror of the live meetmyagent.io world, built on darwin-agents and LangGraph. TypeScript, MIT.

    statusbetaupdated2026-07-10stars1clones (14d)9groupagents
  • Scan, diff, patch, and verify an MCP server stack across the 2025-11-25 to 2026-07-28 RC spec jump. Eight detection rules, AST rewrite via ts-morph, CLI-first. Foundation pillar by StudioMeyer (MCP Factory). TypeScript, MIT.

    statusalphaupdated2026-07-20installs414clones (14d)84groupfactory
    npx -y mcp-stateless-migrator
  • A Rust workspace: mcp-fuzz (a schema-aware fuzzer that finds crashes and hangs, SARIF output) and mcp-storm (a load tester with p50/p95/p99 and a CI gate), both on one shared async MCP client core (mcp-gauntlet-core). The pre-deploy counterpart to mcp-armor's runtime defense. 21 tests, three crates on crates.io, MIT.

    statusstableupdated2026-07-23installs35clones (14d)55groupsecurity
    cargo install mcp-fuzz mcp-storm
  • Snapshots a server's tools/resources/prompts into a lockfile and fails CI on breaking changes, with direction-aware JSON-Schema classification (tightening an input schema vs loosening an output schema break different callers) plus a schema-hygiene linter. Single Rust binary, stdio + HTTP, SARIF + GitHub Action. 132 tests, on crates.io, MIT.

    statusstableupdated2026-07-20installs15clones (14d)37groupsecurity
    cargo install mcp-covenant
  • Scans your MCP server's source for the breaking-change signatures of the 2026-07-28 spec, then reports, file and line, what to change. It flags the retired -32002 error code (SEP-2164), stateful sessions (SEP-2575), deprecated roots/sampling/logging (SEP-2577) and OAuth without resource metadata (RFC 9728/8707). Every finding links its SEP/RFC. Single Rust binary, SARIF + GitHub Action. 93 tests, on crates.io, MIT.

    statusstableupdated2026-07-23installs16clones (14d)69groupsecurity
    cargo install mcp-herald
  • A publish-readiness validator: checks server.json against the registry schema (required name/description/version, reverse-DNS name, packages/remotes, per-package registryType/identifier/transport, the snake_case registry_type mistake, mcpb fileSha256) and cross-checks version + mcpName consistency with the sibling package.json / Cargo.toml / pyproject.toml, so mcp-publisher accepts the upload first try. Single Rust binary, SARIF + GitHub Action. 166 tests, on crates.io, MIT.

    statusstableupdated2026-07-20installs31clones (14d)71groupsecurity
    cargo install mcp-passport
  • Implements MCP spec SEP-414: propagates traceparent / tracestate / baggage from _meta as OpenTelemetry spans, so host → server → tool → downstream renders as one trace tree. Drop-in for any MCP server, no vendor lock-in. 41 tests, MIT, TypeScript.

    statusstableupdated2026-07-13installs338clones (14d)36groupfactory
    npx -y mcp-otel
  • Enforces the allowed tool order, transitions, loop limits, and cost budgets at runtime. Fail-closed, so an agent cannot step outside its declared state machine. Zero-dependency core, LangGraph-aware. 74 tests, MIT, Python.

    statusstableupdated2026-06-21installs52clones (14d)13groupagents
    pip install statepilot
  • Implements MCP spec SEP-2549 (ttlMs + cacheScope): set the cache fields correctly server-side, and never share a private result across tenants or users client-side. Closes the cross-tenant cache-leak class with helpers and types. 66 tests, MIT, TypeScript.

    statusstableupdated2026-07-13installs357clones (14d)30groupfactory
    npx -y mcp-cache-kit
  • Lints Claude Code SKILL.md, AGENTS.md, and subagent files: 25 rules, an A–F grade, prompt-injection and secret-leak detection, --fix, SARIF, and a GitHub Action. The CLI command is skilldoctor (the npm package is scoped). 91 tests, MIT, TypeScript.

    statusstableupdated2026-07-13stars1forks1installs405clones (14d)47groupsecurity
    npx -y @studiomeyer-io/skilldoctor
  • Search the free MeetMyAgent marketplace and list your own offers straight from Claude, Cursor, Codex or ChatGPT. Reads are anonymous, listing takes an optional key.

    statusbetaupdated2026-07-11installs373clones (14d)82groupsaas
    npx -y meetmyagent-mcp