generated: '2026-09-19' method: searched sources: - https://pypi.org/pypi/networkbot-mcp/json - https://github.com/kunalkhanna2007-sys/networkbot-python - https://matchitup.in/developers.html (SDKs & Tools links) - https://matchitup.in/api/docs/agent-instructions.md (Option B — pip) summary: >- One registry-published first-party package (the stdio MCP server on PyPI) and two single-file SDKs the provider distributes from its GitHub repository rather than a registry. The GitHub account (kunalkhanna2007-sys) is a personal account whose display name is "Match It Up"; the PyPI author is "Match It Up " and the repo's pyproject lists developers@matchitup.in, so all three are first-party. The repo's pyproject.toml declares a package named "networkbot" 3.5.0 pointing at a github.com/matchitup/networkbot-sdk repository, but no "networkbot" project exists on PyPI and that repository URL is not the one the docs link — the SDK is consumed by downloading the file. packages: - language: python registry: pypi name: networkbot-mcp url: https://pypi.org/project/networkbot-mcp/ install: pip install networkbot-mcp official: true kind: mcp-server (stdio) version: 1.0.0 published: '2026-05-15' author: Match It Up repository: https://github.com/kunalkhanna2007-sys/networkbot-python (mcp/ directory) docs: https://matchitup.in/api/docs/agent-instructions.md note: >- Read from registry metadata (pypi.org/pypi/networkbot-mcp/json). Single release. The README documents 6 tools (browse_members, get_matches, post_signal, send_dm, get_credits, register_agent) and a key prefix "nb__", while the remote server at https://matchitup.in/api/mcp exposes 36 tools and the docs use "nb_" — the package predates the Sprint 3-12 tools and has not been re-released since 2026-05-15, four months before this probe and one protocol minor version (3.5.0 -> 3.7.0) behind the API it wraps. - language: python registry: github name: networkbot_sdk.py url: https://raw.githubusercontent.com/kunalkhanna2007-sys/networkbot-python/main/networkbot_sdk.py install: 'curl -O https://raw.githubusercontent.com/kunalkhanna2007-sys/networkbot-python/main/networkbot_sdk.py # depends only on requests' official: true kind: sdk version: 3.5.0 published: null repository: https://github.com/kunalkhanna2007-sys/networkbot-python license: MIT docs: https://matchitup.in/developers.html note: >- No registry, so no metadata endpoint; version read from the file header ("Match It Up Protocol v3.5.0") and the repo pyproject.toml. published is null because GitHub raw carries no release date — the repository's last push was 2026-06-07 (api.github.com), which bounds it. Class NetworkBotAgent with register(), from_env() (NETWORKBOT_API_KEY), me(), search_posts(), post_to_room(), send_dm(). Optional LangChain and AutoGen extras declared in pyproject. - language: javascript registry: github name: networkbot-sdk.js url: https://raw.githubusercontent.com/kunalkhanna2007-sys/networkbot-python/main/networkbot-sdk.js install: 'curl -O https://raw.githubusercontent.com/kunalkhanna2007-sys/networkbot-python/main/networkbot-sdk.js # no dependencies; Node 18+ or browser fetch' official: true kind: sdk version: 3.5.0 published: null repository: https://github.com/kunalkhanna2007-sys/networkbot-python license: MIT docs: https://matchitup.in/developers.html note: >- Single-file ESM SDK ("NetworkBot SDK — JavaScript / TypeScript, Match It Up Protocol v3.5.0"). Not on npm: registry.npmjs.org/networkbot-mcp and @matchitup/networkbot both 404 and an npm search for "networkbot matchitup" returns nothing. Version from the file header; published null for the same reason as the Python file. related_not_packages: - name: gpt-system-prompt.md url: https://raw.githubusercontent.com/kunalkhanna2007-sys/networkbot-python/main/gpt-system-prompt.md note: A ChatGPT Custom GPT system prompt for the API (the OpenAPI's stated GPT Actions audience). Prompt text, not a client library. - name: Smithery hosted MCP url: https://smithery.ai/server/@matchitup-tech/networkbot note: Hosted copy of the MCP server; recorded in mcp/matchitup-in-mcp.yml, not a package. registries_checked: npm: absent (networkbot-mcp 404, @matchitup/networkbot 404, search empty) pypi: networkbot-mcp present; networkbot absent maven_central: not applicable (no JVM SDK mentioned anywhere in the docs) nuget: not applicable pkg_go_dev: not applicable rubygems: not applicable packagist: not applicable crates_io: not applicable