Pinchy vs AnythingLLM
AnythingLLM is a polished, self-hosted document-chat and RAG app: a free desktop app, a Docker multi-user mode, and a managed cloud, with a no-code agent builder on top. Pinchy is a governed multi-user agent platform: per-agent tool allow-lists, roles and groups, and an HMAC-signed audit trail in the free tier. Both are open source, and both run on your own machine. They optimize for different jobs.
The Core Difference
Point it at your files, pick a model, and ask questions. The center of gravity is local document Q&A: a clean desktop app for one person, plus a Docker mode and a hosted option for small teams, with an agent builder layered on.
Pinchy runs on your own infrastructure and treats governance as the product. Each agent gets an explicit tool allow-list, every user has a role, and every action lands in a signed audit trail. Agents do not just answer; they act, under control.
AnythingLLM is MIT and Pinchy is AGPL-3.0, so neither locks you in at the code level. The difference is the bet: AnythingLLM optimizes for simple local document chat, Pinchy for governed team agents that take action and leave a record.
Side by Side
Figures as of June 2026. Check each project's pricing and docs for current details.
| AnythingLLM | Pinchy | |
|---|---|---|
| Primary focus | Document chat / RAG | Governed multi-user agents |
| License | MIT | AGPL-3.0 |
| Free tier | Yes (free desktop app) | Yes (AGPL, no user limit) |
| Hosting | Desktop, Docker, managed cloud | Self-hosted (Docker Compose) |
| Local models / offline | Ollama and local LLMs | Ollama, fully offline |
| LLM providers | Many (30+ providers) | Anthropic, OpenAI, Google, Ollama |
| No-code agent builder | Yes (visual agent flows) | No visual builder |
| Single-user desktop app | Yes (Mac, Windows, Linux) | No (server app) |
| Channels | Web UI, chat widget | Web UI + Telegram |
| Business-system actions | SQL, web, files; via MCP | Odoo read-write, Gmail, web |
| Per-agent tool allow-list | Per-agent skill toggles | Default-deny allow-list per agent |
| Roles | Admin / Manager / Default (Docker) | Admin / Member + Groups |
| Signed audit trail | No HMAC-signed audit | HMAC-SHA256 per row, CSV export |
| MCP support | Yes | Planned (v0.6.0) |
| Granular RBAC / SSO | Roles; SSO on managed tiers | On roadmap, not shipped |
| API keys at rest | Stored locally | AES-256-GCM encrypted |
| Telemetry | Anonymous telemetry (opt-out) | Zero telemetry, no phone-home |
Being Honest
If your goal is to drop in a folder of PDFs and start asking questions, AnythingLLM nails it. Its RAG pipeline works out of the box with almost no setup. For pure document chat, it is simpler than Pinchy.
AnythingLLM ships a native desktop app for Mac, Windows, and Linux. For a single user who just wants a local AI on their own machine, that is a friendlier starting point than running a server stack.
It includes a visual, no-code agent flow builder and MCP support, so you can wire up web browsing, SQL, charts, and external tool servers without code. Pinchy has no visual builder, and MCP is still on the roadmap.
AnythingLLM connects to a very wide range of LLM and embedding providers. Pinchy is model-agnostic too (Anthropic, OpenAI, Google, Ollama), but AnythingLLM's provider list is longer if exotic backends matter to you.
Where Pinchy Wins
Every Pinchy agent starts with zero tools (default-deny). Admins enable each capability explicitly, per agent. That boundary is the product, not a setting buried in a flow, so you always know exactly what an agent can reach.
Every tool call lands in an individually HMAC-SHA256-signed audit row you can export to CSV and verify. It is tamper-evident per row. For a CISO who needs to prove what an agent did, that record is the point.
Pinchy ships a read-write Odoo integration plus Gmail and web search. Agents query stock, draft invoices, and send mail, not just answer from documents. Acting inside an ERP is a first-class use case here.
Pinchy is built for teams from the start: Admin and Member roles, Groups, user invites, and personal versus shared agents. Governance applies across the whole team, not just to one person's workspace.
Paired with a local model via Ollama, no prompt or document ever leaves your network. Pinchy has zero telemetry and validates its license offline, so it never phones home. API keys are AES-256-GCM encrypted at rest.
Pinchy is free under AGPL with no user limit, plus a flat Pro tier (around EUR 99 per month billed annually, up to 10 users, not per seat). The cost does not climb with every new teammate you add.
Decision Guide
You mainly want to chat with your own documents, you want a polished desktop app for a single user or small setup, and the no-code agent builder plus broad provider support fit how you like to work.
You need governed agents for a team: per-agent permissions, roles, a signed audit trail, and agents that take actions in business systems like Odoo and Gmail rather than only answering from documents.
Do you want to read from documents, or act in systems with a record of every action? If it is "chat with my files", that points to AnythingLLM. If it is "governed agents that do things for a team", that points to Pinchy.
FAQ
Yes. AnythingLLM by Mintplex Labs is open source under the MIT license and public on GitHub. You can run it as a free single-user desktop app on Mac, Windows, or Linux, or self-host the multi-user version with Docker. Mintplex also offers a managed cloud option. Pinchy is also open source (AGPL-3.0) and self-hosted first, with a single Docker Compose stack as the primary way to run it.
It depends on what you need. AnythingLLM is excellent if your goal is to chat with your own documents locally. Pinchy is a governed multi-user agent platform: per-agent tool allow-lists, Admin and Member roles plus groups, and an HMAC-signed audit trail. If you want governed agents that take actions in business systems like Odoo and Gmail, and a verifiable record of what they did, Pinchy is the closer fit.
AnythingLLM's desktop app is free, and its hosted cloud plans are priced per month (roughly USD 25 to USD 99 per month as of June 2026, with Enterprise on request). Pinchy is free under AGPL-3.0 with no user limit, and adds a flat Pro tier (around EUR 99 per month billed annually, up to 10 users, not per seat). Roles and the signed audit trail are in Pinchy's free tier.
AnythingLLM focuses on document chat and agent building, with multi-user roles in its self-hosted version. It does not center on governance the way Pinchy does. Pinchy gives each agent a tool allow-list that starts empty (default-deny), and records every tool call in an individually HMAC-SHA256-signed audit row you can export to CSV and verify. Note that Pinchy's granular custom RBAC and SSO are on the roadmap, not shipped yet.
Choose AnythingLLM when your main goal is dead-simple local document Q&A, you want a polished desktop app for a single user or a small setup, and you value the no-code agent flow builder and broad LLM-provider support. Choose Pinchy when you need governed agents for a team: per-agent permissions, roles, a signed audit trail, and agents that act inside business systems like Odoo and Gmail rather than only answering from documents.
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