SERVER

fw-context-mcp

Rank #1,678

io.github.turbyho/fw-context-mcp

Build-aware code intelligence for embedded C/C++ firmware — libclang, FTS5, call graphs, 33 tools

11 versions
10 GitHub stars
by turbyho (2 servers)View repository ↗
First listed
Jun 3, 2026
Last publish date
Jul 16, 2026
PURPOSE

What you can do with fw-context-mcp

fw-context-mcp is a Model Context Protocol (MCP) server published by turbyho. It ranks #1,678 of 144,396 active servers on MCP Toplist, and its repository has 10 GitHub stars. fw-context-mcp is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 11 tracked versions. It was first listed on Jun 3, 2026 and most recently updated on Jul 16, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What fw-context-mcp can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using fw-context-mcp

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect fw-context-mcp and confirm it works

Python package (PyPI)
claude mcp add fw-context-mcp -- uvx fw-context-mcp
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by turbyho
View all turbyho servers →

No task-specific alternatives are catalogued for fw-context-mcpyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jun 3, 2026
Latest version published
Jul 16, 2026
Version history
11 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 16, 2026
Registry sightings

Do you maintain fw-context-mcp? to correct or enrich this profile.

VERSIONS

Available versions (11)

0.1.0 · Jun 9, 20260.1.1 · Jun 10, 20260.1.2 · Jun 10, 20260.1.4 · Jun 10, 20260.17.3 · Jul 8, 20260.18.2 · Jul 10, 20260.19.1 · Jul 12, 20260.20.1 · Jul 13, 20260.20.2 · Jul 13, 20260.21.0 · Jul 13, 20260.23.0 · Jul 16, 2026Jun 9, 2026Jul 16, 2026
VersionPublished
0.23.0Jul 16, 2026
0.21.0Jul 13, 2026
0.20.2Jul 13, 2026
0.20.1Jul 13, 2026
0.19.1Jul 12, 2026
0.18.2Jul 10, 2026
0.17.3Jul 8, 2026
0.1.4Jun 10, 2026
0.1.2Jun 10, 2026
0.1.1Jun 10, 2026
0.1.0Jun 9, 2026
STANDING
#1,678of 144,396 active serversTop 5%

Ranks ahead of 142,718 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 5% of 144,396
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HTML
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FAQ

Frequently asked questions

Who maintains fw-context-mcp?
fw-context-mcp is maintained by turbyho, which publishes 2 MCP servers (14 total versions) tracked on MCP Toplist.
Is fw-context-mcp listed on the Official MCP Registry?
Yes — fw-context-mcp is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.
How many versions does fw-context-mcp have?
MCP Toplist tracks 11 versions of fw-context-mcp, most recently published on Jul 16, 2026.
Where can I find the source code for fw-context-mcp?
The source code for fw-context-mcp is hosted at github.com/turbyho/fw-context-mcp.
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