MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Access Granola meeting data programmatically for developer workflows.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace granola-local-dev-loop --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop .claude/skills/granola-local-dev-loop && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "granola-local-dev-loop" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop into .claude/skills/granola-local-dev-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "granola-local-dev-loop", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/saas-packs/granola-pack/skills/granola-local-dev-loopType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace granola-local-dev-loop --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop .agents/skills/granola-local-dev-loop && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "granola-local-dev-loop" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop into .agents/skills/granola-local-dev-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "granola-local-dev-loop", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace granola-local-dev-loop --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop .cursor/skills/granola-local-dev-loop && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "granola-local-dev-loop" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop into .cursor/skills/granola-local-dev-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "granola-local-dev-loop", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path plugins/saas-packs/granola-pack/skills/granola-local-dev-loop--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace granola-local-dev-loop --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop .gemini/skills/granola-local-dev-loop && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "granola-local-dev-loop" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop into .gemini/skills/granola-local-dev-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "granola-local-dev-loop", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace granola-local-dev-loopInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop .github/skills/granola-local-dev-loop && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "granola-local-dev-loop" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop into .github/skills/granola-local-dev-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "granola-local-dev-loop", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace granola-local-dev-loop --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop .opencode/skills/granola-local-dev-loop && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "granola-local-dev-loop" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/saas-packs/granola-pack/skills/granola-local-dev-loop into .opencode/skills/granola-local-dev-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "granola-local-dev-loop", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
granola-local-dev-loopAccess Granola meeting data programmatically for developer workflows.
Granola Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Access Granola meeting data programmatically for developer workflows. Use when reading notes from the local cache, building MCP integrations, extracting action items into code, or syncing meeting outcomes to dev tools. Trigger: "granola dev workflow", "granola MCP", "granola local cache", "granola developer", "granola programmatic".
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code
It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(curl:*)Bash(jq:*)Bash(python3:*)GrepFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
python3gitFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
github.comgranola.aidocs.granola.aiFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Granola Local Dev Loop loads about 1.9k tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 350 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 350 words, ~1,893 tokens.
.claude/skills/granola-local-dev-loop/SKILL.md (or your agent's skills folder).Access Granola meeting data programmatically using three methods: the local cache file (zero-auth, offline), the MCP server (AI agent integration), or the Enterprise API (workspace-wide access). Build developer workflows that turn meeting outcomes into code tasks, documentation, and project artifacts.
Granola stores meeting data in a local JSON cache file:
# macOS cache location
CACHE_FILE="$HOME/Library/Application Support/Granola/cache-v3.json"
# Check if cache exists and get size
ls -lh "$CACHE_FILE"The cache has a double-JSON structure (JSON string inside JSON):
#!/usr/bin/env python3
"""Extract meetings from Granola local cache."""
import json
from pathlib import Path
CACHE_PATH = Path.home() / "Library/Application Support/Granola/cache-v3.json"
def load_granola_cache():
raw = json.loads(CACHE_PATH.read_text())
# Cache contains a JSON string that needs secondary parsing
state = json.loads(raw) if isinstance(raw, str) else raw
data = state.get("state", state)
return {
"documents": data.get("documents", {}),
"transcripts": data.get("transcripts", {}),
"meetings_metadata": data.get("meetingsMetadata", {}),
}
cache = load_granola_cache()
docs = cache["documents"]
print(f"Found {len(docs)} meetings in local cache")
# List recent meetings
for doc_id, doc in sorted(docs.items(),
key=lambda x: x[1].get("updated_at", ""),
reverse=True)[:10]:
print(f" {doc.get('title', 'Untitled')} — {doc.get('updated_at', 'N/A')}")Granola's official MCP integration connects meeting context to AI tools:
// claude_desktop_config.json or .mcp.json
{
"mcpServers": {
"granola": {
"command": "npx",
"args": ["-y", "granola-mcp-server"]
}
}
}With MCP connected, Claude Code and Cursor can:
Community MCP servers with additional features:
pedramamini/GranolaMCP — CLI + programmatic + MCP access, reads local cachemishkinf/granola-mcp — semantic search with LanceDB vector embeddingsproofgeist/granola-mcp-server — lightweight local cache reader#!/usr/bin/env python3
"""Extract action items from Granola notes and create GitHub issues."""
import json, re, subprocess
from pathlib import Path
def extract_action_items(note_content: str) -> list[dict]:
"""Parse action items from enhanced Granola notes."""
items = []
# Matches: - [ ] @person: task description
pattern = r'- \[ \] @?(\w+):?\s+(.+)'
for match in re.finditer(pattern, note_content):
items.append({
"assignee": match.group(1),
"task": match.group(2).strip(),
})
return items
def create_github_issue(repo: str, title: str, body: str, assignee: str):
"""Create a GitHub issue using gh CLI."""
cmd = [
"gh", "issue", "create",
"--repo", repo,
"--title", title,
"--body", body,
"--assignee", assignee,
]
result = subprocess.run(cmd, capture_output=True, text=True)
if result.returncode == 0:
print(f" Created: {result.stdout.strip()}")
else:
print(f" Error: {result.stderr.strip()}")
# Usage with cache data
cache = load_granola_cache() # from Step 1
for doc_id, doc in cache["documents"].items():
content = doc.get("last_viewed_panel", {})
# ProseMirror content needs text extraction
text = json.dumps(content) # simplified — parse nodes for production
actions = extract_action_items(text)
for action in actions:
print(f"[{action['assignee']}] {action['task']}")#!/bin/bash
set -euo pipefail
# Sync latest Granola meeting notes to project documentation
NOTES_DIR="$HOME/dev/meeting-notes"
mkdir -p "$NOTES_DIR"
# Extract recent meeting titles and dates using Python
python3 -c "
import json
from pathlib import Path
cache_path = Path.home() / 'Library/Application Support/Granola/cache-v3.json'
if cache_path.exists():
raw = json.loads(cache_path.read_text())
state = json.loads(raw) if isinstance(raw, str) else raw
data = state.get('state', state)
docs = data.get('documents', {})
for doc_id, doc in sorted(docs.items(),
key=lambda x: x[1].get('updated_at', ''),
reverse=True)[:5]:
title = doc.get('title', 'Untitled').replace(' ', '-').lower()
date = doc.get('created_at', 'unknown')[:10]
print(f'{date}_{title}')
"Reference Granola meetings in commits and PRs:
# Reference meeting in commit message
git commit -m "feat: implement user onboarding flow
Per meeting 2026-03-22 'Sprint Planning Q1':
- Agreed on 3-step wizard approach
- Sarah approved the design mockups
- Due by April 15
Action items from Granola note: [link]"| Error | Cause | Fix |
|---|---|---|
| Cache file not found | Granola not installed or never launched | Install Granola and capture at least one meeting |
| JSON parse error | Double-JSON structure not handled | Parse the outer string first, then parse the inner object |
| MCP server not connecting | Wrong config path | Verify claude_desktop_config.json location for your OS |
| Empty transcripts | Transcript stored separately from document | Check cache["transcripts"] keyed by document ID |
| Stale cache data | Cache not refreshed | Restart Granola to force cache update |
fixtures=v7; mode=mock->sandbox; tests=12/12; meeting_data=synthetic; retention=none; cleanup=complete is a safe promotion candidate.
Proceed to granola-sdk-patterns for Zapier automation workflows.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/saas-packs/granola-pack/skills/granola-local-dev-loop of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Granola Local Dev Loop next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Granola Local Dev Loop this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.9k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Crush Configurationcharmbracelet/crush | 29k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Context Mode Output Sandboxmksglu/context-mode | 26k | — | ~4.1k | Automated safety check: Pass | Custom licence |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
charmbracelet/crush
Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.
mksglu/context-mode
Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.
warpdotdev/warp
Migrates the compatible subset of settings and global file-based MCP servers from the Warp desktop app into Warp Agent CLI without exposing credentials or state.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Works with
Categories
Access Granola meeting data programmatically for developer workflows. Granola Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Access Granola meeting data programmatically for developer workflows.
Granola Local Dev Loop fits situations like: reading notes from the local cache; building MCP integrations; extracting action items into code; syncing meeting outcomes to dev tools.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a claude-code`. Or copy the skill folder (plugins/saas-packs/granola-pack/skills/granola-local-dev-loop in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/granola-local-dev-loop in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a codex`. Or copy the skill folder (plugins/saas-packs/granola-pack/skills/granola-local-dev-loop in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/granola-local-dev-loop in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill granola-local-dev-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/granola-local-dev-loop, .gemini/skills/granola-local-dev-loop, .github/skills/granola-local-dev-loop and .opencode/skills/granola-local-dev-loop in your project.
Going by SKILL.md and its folder, Granola Local Dev Loop needs the command-line tools its instructions call (python3 and git). Our summary lists: Python 3; Node.js. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(curl:*), Bash(jq:*), Bash(python3:*), Grep. Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 3 domains. As links in the text: github.com, granola.ai and docs.granola.ai. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Granola Local Dev Loop is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Granola Local Dev Loop: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Crush Configuration (charmbracelet/crush, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.