Fabric Spec Mcp

io.github.mrfentmenPublished by GitHub account mrfentmenv1.0.0Updated Nov 13, 2026

Fabric MCP: parse fabric specs, validate composition, weight, width and shrinkage.

The publisher's own server: Fabric

Overview

AI-generated overview

Local MCP server that lets an assistant find, parse, validate, search, diff and write Fabric Spec (.csv) documents.

What you can do
  • Find, read and write Fabric Spec .csv files in a directory tree, with overwrite protection
  • Parse documents into records, fields and metadata, and export all records as JSON
  • Validate against structural rules with line-numbered issues, and summarize metadata and per-kind totals
  • List record ids and kinds, fetch a single record by id, and search records by text or regular expression
  • Compute numeric statistics for fields across records, and diff two documents for added, removed and changed records
  • Return a compact format reference and a small valid sample document
When to use it
Useful when you keep Fabric Spec documents in a local project and want an assistant to check them for structural errors, look up or search records, compare revisions, or draft new spec files without hand-editing CSV.
Requirements
Runs as a local stdio process installed from the npm package @mrfentmen/fabric-spec-mcp; needs Node.js and access to the directories holding the spec files. No authentication, environment variables or headers are declared.
Before you install
The write tool creates files on disk and will overwrite an existing file when overwrite is set to true, so point it at the right directory and review writes. File contents are read by the assistant, so avoid spec files containing secrets.

Installation

In SourceWeft

  1. Open Fabric Spec Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

awesome-servers

One repo for three families of servers, each subtree keeping its own layout and tooling so it can still be built, run and published on its own.

SubtreeWhat it holdsRun one
mcp/338 TypeScript MCP servers, plus 1107 published packages in published/cd mcp/servers/<slug> && npm install && npm run build
acp/79 Python ACP agentspython3 acp/agents/<name>/agent.py
a2a/37 Python A2A servers plus the shared a2a_kitpython3 a2a/servers/<name>/server.py
watchd/a threshold watcher that runs the feeds between editor sessionspython3 watchd/watchd.py --config conditions.json --loop
site/the published site: registry with search, the public-feed atlas, watchd planshttps://mrfentmen.github.io/awesome-servers/

Most servers read public data with no key of their own; the ones wrapping a vendor API take that vendor's key. Nothing in this repo asks a caller to pay. On 2026-10-17 the licence machinery was removed for good: the per-tool src/license.ts gates are gone from the MCP servers, and the A2A and ACP trees no longer carry the hosted licence-gateway half — the skills that used it now answer with an explicit not-implemented stub. Nothing here asks a caller to pay, and nothing they run is refused with a buy link.

Nothing here is generated: each subtree's README says what its servers read, and every server has its own unit tests (mcp/servers/<slug>/tests, acp/agents/<name>/tests, a2a/servers/<name>/tests) plus a live smoke check (tools/smoke*.py, a2a/tools/smoke_all.py).

Novel and original

Nearly all of this is first-of-its-kind work, not a port of an existing catalogue. Before each server or agent was built, it was checked against the official tool lists (the MCP registries, agentclientprotocol.com's agent list and registry) and a live GitHub search for the same domain, and the research logs record what was found and why it still counted as missing — see mcp/MISSING.md, acp/MISSING.md and a2a/docs/. Highlights:

  • The MCP side holds TypeScript servers, one npm package each, and 1039 published packages under published/; mcp/MISSING.md documents the check that preceded every build: what was searched, what was skipped and why the domain still counted as uncovered.
  • On the ACP side there were zero domain agents before this repo — every agent on the official list was a coding agent. These 79 Python agents are the first non-coding ACP agents, and several use protocol surfaces no other agent uses in production (session/request_permission for dataset reads, fs/write_text_file for a briefing file, session/cancel for a conditional watch, image content blocks, a live SSE push feed), each proved-unused in the wild by search at build time. Two more firsts carry their own proof: the orchestrator is an agent whose feeds are agents — it spawns sibling repo agents as real ACP child processes and merges their answers — and the nyc pack is the first multi-agency city surface.
  • acp/MISSING.md doubles as the public-feed atlas: every keyless feed probed live, with its date, what it answered and whether it still works. The published site renders that table at https://mrfentmen.github.io/awesome-servers/atlas.html.
  • The pattern across all three subtrees is the same thesis: wrap one real, keyless public dataset, answer honestly about what the feed did and did not say, and keep the whole thing small, tested and self-contained.

Publishing

  • MCP servers publish from mcp/servers/<slug> (its own package.json, version and README).
  • ACP and A2A servers are repo-run today (Python, no packaging step).

Built on top of it

Creatures that use this corpus as their world live in the sibling repo mrfentmen/superagents (public, with its own claim-check in MISSING.md):

  • polymath — routes your question to the most fitting agents of this repo, spawns each as a real ACP child process, and merges the answers into one brief with per-row citations; a sibling that fails appears as a named row, never silence. Its registry is a data file and its ranking is deterministic word-scoring, not a model opinion.
  • sentry — one plain sentence ("watch air quality in Denver over 150") becomes a tracked watch: a permission-asked protocol write produces the conditions file this repo's watchd/ obeys unchanged, plus the activation lines. Checks it can author today: air thresholds, quake magnitudes within a radius, river gauges at flood stage.
  • fedora hat guy — the persona agent in his own repo mrfentmen/fedora-hat: says "never miss" and means it — one sentence installs the full crown of watches (air + quakes, gauge-named flood) in one permissioned write, and your other questions are forwarded to the siblings above with every row cited.
  • instink — the instinct agent in his own repo mrfentmen/instink: compiles a skill into a reflex — a matcher plus the answer it fires, with hit/miss counters and honest promotion/demotion. The skill doc stays one step away, never deleted.
  • contextink — the context agent in his own repo mrfentmen/contextink: you say "do this" and it acquires the context from the repo, git, and recent files so you don't have to explain it; asks only the minimal high-information-gain questions when acquisition fails.
  • rewind — the replay agent in his own repo mrfentmen/rewind: replays agent runs and mutates one variable to see what would have happened. Replay + mutate + diff for agent traces.
  • scopink — the scope agent in his own repo mrfentmen/scopink: checks if an action is within the scope of what was asked. Detects scope creep in agent plans.
  • curious — the curiosity agent in his own repo mrfentmen/curious: proactively seeks information it doesn't have. Scans for knowledge gaps, seeks answers, learns facts.
  • bored — the idle agent in his own repo mrfentmen/bored: uses idle time productively. Consolidates memories, explores areas, prepares for tasks.

Point the polymath at a checkout of this repo with AWESOME_SERVERS_HOME=$PWD/awesome-servers and it federates across the two repos live.

Published snapshot (published/)

published/ holds one directory per npm package, byte-for-byte what the registry serves: 1039 packages, every version matching npm latest.

  • published/INDEX.md is generated from the tree by python3 scripts/index-published.py.
  • scripts/sync-published-snapshot.py re-downloads every package from npm; run it only when every local fix has been published, because it overwrites dist/ from the tarballs.
  • One package carries a licence gate (MCP_LICENSE_KEY): @mrfentmen/vg-resource-mcp. Another 495 still ship tools that answer Not yet implemented; published/INDEX.md lists every one of them.
  • Every package links to this repo (mrfentmen/awesome-servers) as its source.

servers/ holds the older per-server source that predates the snapshot. Where the two disagree, published/ is what users actually install.

Source: README.md at commit 4c6c31d

Tools

14

detect_files

Find Fabric Spec files (.csv) in a directory tree.

ParameterspathmaxDepth

read_file

Read a Fabric Spec file, optionally a line range.

ParameterscwdpathrequiredendLinestartLine

write_file

Write a Fabric Spec file. Refuses to overwrite unless overwrite is true.

Parameterscwdpathrequiredcontentrequiredoverwrite

parse

Parse Fabric Spec into records, fields and document metadata.

Parameterscwdpathcontent

validate

Validate Fabric Spec against its structural rules and report every issue with a line number.

Parameterscwdpathcontent

summarize

Summarize a Fabric Spec document: metadata, record counts and per-kind totals.

Parameterscwdpathcontent

list_records

List Fabric Spec record ids and kinds, with a limit.

Parameterscwdpathlimitcontent

get_record

Return one Fabric Spec record by id, with all parsed fields.

Parametersidrequiredcwdpathcontent

stats

Numeric statistics for Fabric Spec fields across all records.

Parameterscwdpathfieldcontent

to_json

Export every parsed Fabric Spec record as JSON.

Parameterscwdpathcontent

diff

Compare two Fabric Spec documents: added, removed and changed records.

ParameterscwdleftPathrightPathleftContentrightContent

format_reference

Return a compact Fabric Spec reference: structure, required fields and common pitfalls.

Takes no parameters.

sample

Return a small but valid Fabric Spec example document.

Takes no parameters.

Version history

1
  1. v1.0.0LatestNov 13, 2026

Score

80% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts
  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.

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