Added MCP server support to agents
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@@ -16,6 +16,7 @@ Make sure you have the following tools installed:
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- [argc](https://github.com/sigoden/argc): A bash command-line framework and command runner
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- [jq](https://github.com/jqlang/jq): A JSON processor
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- [yq](https://github.com/mikefarah/yq): A YAML processor
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## Getting Started with [AIChat](https://github.com/sigoden/aichat)
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@@ -1,3 +1,28 @@
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# Demo
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This agent serves as a demo to guide agent development and showcase various agent capabilities.
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It has been modified from the version defined in the base repo to also include details on
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how to integrate MCP servers with agents.
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## How MCP Servers Work with Agents
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A new `mcp_tools` field was added to the [index.yaml](./index.yaml) file in order to define and configure MCP support for
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agents.
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This field allows you to specify the prefixes of the MCP server functions that are generated according to
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the MCP servers defined in the [mcp.json](../../mcp.json) file under the `mcpServers` key.
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When `argc mcp start` is executed, it populates the main [`functions.json`](../../functions.json) file with
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functions that are all prefixed with the name of the corresponding MCP server in the [mcp.json](../../mcp.json).
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What this fork does is it allows you to specify which MCP servers you specifically want access to in your agent.
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Then, when the `argc mcp start` command is executed, will populate each agent it finds with a non-empty `mcp_tools` field
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with all the generated functions from the main `functions.json`.
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When you stop the MCP server with `argc mcp stop`, it will also remove the MCP functions from the agent's `functions.json` file.
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This allows you to use the agent either with MCP or without, so you don't necessarily have to remember to start the bridge
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server every time you want to use your agent if you happen to have separate tools or functions defined in the agent's
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tools.sh file.
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@@ -1,6 +1,11 @@
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name: Demo
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description: An AI agent that demonstrates agent capabilities
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version: 0.1.0
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mcp: true
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mcp_tools:
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- github
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- sqlite
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- git
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instructions: |
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You are a AI agent designed to demonstrate agent capabilities.
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@@ -1,6 +1,7 @@
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#!/usr/bin/env bash
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set -e
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readarray -t mcp_enabled_agents < <(find . -type f -name index.yaml -exec sh -c 'yq --exit-status ".mcp_tools | length != 0" "$1" > /dev/null 2>&1 && dirname "$1"' _ {} \;)
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ROOT_DIR="$(cd -- "$( dirname -- "${BASH_SOURCE[0]}" )/.." &> /dev/null && pwd)"
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BIN_DIR="$ROOT_DIR/bin"
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MCP_DIR="$ROOT_DIR/cache/__mcp__"
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@@ -115,6 +116,22 @@ merge-functions() {
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else
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printf "%s" "$result"
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fi
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for agent in "${mcp_enabled_agents[@]}"; do
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if [[ -f "${agent}/functions.json" ]]; then
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tool_json="$(jq '.' "${agent}/functions.json")"
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rm -f "${agent}/functions.json"
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else
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tool_json='[]'
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fi
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mcp_function_prefixes="$(yq -o json '.mcp_tools' "${agent}/index.yaml")"
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jq -s 'add | unique' \
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<(jq '.' <<< "$tool_json") \
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<(jq --argjson prefixes "$mcp_function_prefixes" 'map(select(.name as $s | $prefixes | any(. as $p | $s | startswith($p))))' "$FUNCTIONS_JSON_PATH") \
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>> "${agent}/functions.json"
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done
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}
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# @cmd Unmerge mcp tools from functions.json
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@@ -130,6 +147,20 @@ recovery-functions() {
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else
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printf "%s" "$result"
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fi
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for agent in "${mcp_enabled_agents[@]}"; do
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if [[ -f "${agent}/functions.json" ]]; then
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tool_json="$(jq '.' "${agent}/functions.json")"
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rm -f "${agent}/functions.json"
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else
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tool_json='[]'
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fi
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mcp_function_prefixes="$(yq -o json '.mcp_tools' "${agent}/index.yaml")"
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jq --argjson prefixes "$mcp_function_prefixes" 'map(select(.name as $s | $prefixes | any(. as $p | $s | startswith($p))| not))' <<< "$tool_json" \
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>> "${agent}/functions.json"
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done
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}
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# @cmd Generate function declarations for the mcp tools
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