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Memory and knowledge · MCP server

Wellread: MCP server, setup and security

Wellread is an open-source MCP server that lets an AI agent reuse verified research answers and save new findings for other agents. Its repository has 9 stars and its last commit is from April 19, 2026 and it is licensed under AGPL-3.0.

Last commit 6 months ago

What Wellread does

According to its repository: “Shared research cache across agents: reuse answers from verified sources, or save new research for the next developer.”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. Wellread is listed under Memory and knowledge, a category of 250 servers in the directory, where it ranks #200 by stars.

Installing and connecting Wellread

No package or remote server is declared in the official MCP registry: you install it from source, following the repository README.

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: TypeScript.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to Wellread. 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 March 16, 2026, the mnlt/wellread repository has 9 stars and 0 forks, with 1 open issues. It has more stars than 24% of the servers in the directory. Last change 6 months ago.

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.

Context7Context7 : 63.6K63.6KHindsightHindsight : 53.4K53.4KCogneeCognee : 32.7K32.7KSkill SeekersSkill Seekers : 15.2K15.2KHonchoHoncho : 7.8K7.8KBasic memoryBasic memory : 4.3K4.3KNoteDiscoveryNoteDiscovery : 2.8K2.8KMemantoMemanto : 2.3K2.3KWellreadWellread : 99
GitHub stars of the most followed servers in the category (log scale); Wellread in orange. Checked October 25, 2026.

Verdict

Wellread is still a modest project: read its code and compare it with the alternatives before using it.

Limitations

  • No commit for 6 months
  • Few visible users
  • Install from source

Frequently asked questions

How do I install Wellread?

No package is declared in the MCP registry: clone the mnlt/wellread repository, follow its README, then declare the start command in your client's MCP configuration.

Is Wellread free?

The code is published under the AGPL-3.0 licence and can be used free of charge.

Is Wellread 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 mnlt on GitHub. Check who maintains it before giving it access.

What are the alternatives to Wellread?

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