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Explore real capabilities, then see what each connection can reach.

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DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Your next connection.

82 servers match your filters

Stars, downloads & growth
POPULARITY RANK 520

Entroly

Local context selection, compression receipts and work handoffs for coding agents

LocalCan change things
483GitHub stars
434/wknpm downloads
46popularity score
POPULARITY RANK 534

Vestige

Local memory for AI agents, stored in a signed append-only log, with tools to trace failures back to a cause

LocalCan change things
660GitHub stars
236/wknpm downloads
44popularity score
POPULARITY RANK 539

TradeMemory Protocol

Local trade journal, outcome-weighted recall and hash-chained decision log for trading agents

LocalCan change things
1.4kGitHub stars
884/moPyPI downloads
44popularity score
POPULARITY RANK 618

SuperSkill

Local project memory, rule-pack routing and worktree cache tools for coding agents

LocalCan change things
19GitHub stars
311/wknpm downloads
40popularity score
POPULARITY RANK 621

Hatchdoor

Self-hosted server for Markdown and Obsidian-style vaults, with a browser UI and an MCP endpoint

LocalCan change things
73GitHub stars
10kDocker pulls
39popularity score
POPULARITY RANK 622

Memanto MCP Server

OFFICIAL SERVER

Typed, long-term memory for MCP clients, stored in Moorcheh's semantic memory service

LocalCan change things
2.4kGitHub stars
313/moPyPI downloads
38popularity score
POPULARITY RANK 627

State Memory MCP

Local SQLite graph of tasks, decisions and blockers that coding assistants keep across sessions

LocalCan change things
41GitHub stars
176/wknpm downloads
38popularity score
POPULARITY RANK 630

vision-memory-mcp

Local cache of UI screenshots so a coding agent can recognise screens it has already seen

LocalCan change things
40GitHub stars
147/wknpm downloads
37popularity score
POPULARITY RANK 636

World Model MCP

A local SQLite store of 3D/2D entities, positions and relations for agents to query, simulate and plan on

LocalCan change things
21GitHub stars
161/wknpm downloads
34popularity score
KNOW BEFORE YOU CONNECT

Capabilities.
With context.

A useful server page goes beyond a name and a score. Understand the tools, choose your client, and see what the connection can access.

Explore the server field guide
01 What it does02 How to install03 What it can reach
FOR THE BUILDERS

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CAPABILITIES, WITH EVIDENCE

Start with the task.
Follow the evidence.

Search covers 702 current records and 16,595 published tools. It reads your words and their meaning, and compares both with every server's name, description and individual tools. A misspelt name is read as the nearest one we list, and a package or repository name finds its server directly.

Each result shows the published passage that matched, with your words marked. “Close in meaning” marks a passage that says the same thing in other words. A match is a reason to look at a server, not a guarantee that it will complete your task.

Words such as “official”, “hosted”, “runs locally”, “in Python” or “read only” in your task are applied as filters and said back above the results. “Reads only” uses the record’s explicit access summary. It is not a security certification. Review the full server page and its dated sources before connecting.

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