Memory and knowledge · MCP server
Synapse: MCP server, setup and security
Synapse is an open-source MCP server published on GitHub that lets an AI agent search linked Markdown memories and propose notes for human approval. Its repository has 7 stars and its last commit is from October 5, 2026 and it is licensed under MIT.
| Adoption (stars) | 8/40 | |
|---|---|---|
| Maintenance | 30/30 | |
| Framework (licence, registry, official) | 15/30 |
What Synapse does
According to its repository: “Zero-runtime-dependency Markdown memory vault with SQLite search, linked wiki pages, ChatGPT/Claude imports, and human-approved agent note proposals.”
The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. Synapse is listed under Memory and knowledge, a category of 250 servers in the directory, where it ranks #210 by stars.
Topics declared by the repository: ai-memory, knowledge-graph, local-first, markdown, personal-knowledge-management, python.
Installing and connecting Synapse
No package or remote server is declared in the official MCP registry: you install it from source, following the repository README.
It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: Python.
Security: what to check
Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.
None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to Synapse. That does not replace reading the code.
Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.
Project activity and maintenance
Created on September 7, 2026, the anshulyadav1976/synapse repository has 7 stars and 2 forks, with 1 open issues. It has more stars than 19% of the servers in the directory. It received changes this month.
Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.
Verdict
Synapse is a reasonable choice; check the points below before connecting it.
Strengths
- Active project: recent commit
- Permissive licence (MIT)
Limitations
- Few visible users
- Install from source
Alternatives
- Context763.6K ★
- Basic memory4.3K ★
- Hindsight53.4K ★
- Cognee32.7K ★
- Skill Seekers15.2K ★
- Honcho7.8K ★
Learn more
Frequently asked questions
How do I install Synapse?
No package is declared in the MCP registry: clone the anshulyadav1976/synapse repository, follow its README, then declare the start command in your client's MCP configuration.
Is Synapse free?
The code is published under the MIT licence and can be used free of charge.
Is Synapse safe?
No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.
Is it an official server?
Nothing says so: it is a project published by anshulyadav1976 on GitHub. Check who maintains it before giving it access.
What are the alternatives to Synapse?
In the same category: Context7, Basic memory, Hindsight, and Cognee. Context7 and Basic memory score higher on our grid.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score