Skip to main content
Glama
CHANG666-hash

tobid-mcp

by CHANG666-hash
OverviewSchemaRelated ServersScoreDiscussions
Python
Remote

ToBid MCP — Taiwan Government Tenders

MCP server for searching and analyzing Taiwan government procurement (tenders): 14M+ notices since 1999, updated daily from Taiwan's official e-procurement platform.

Beyond search, it exposes the analysis engine of ToBid:

  • Vendor intelligence — win rate, known award totals, top clients, head-to-head rivalry records, recent losses (and who won instead)

  • Agency intelligence — spending patterns, supplier concentration, competition metrics (average bidders / sole-bid rate / failure rate), peak tendering months, and recurring annual tenders with next-tender predictions

  • Price analysis — suggested bids (conservative / typical / aggressive) from historical award-to-budget ratios, benchmarked against similar cases

  • Failed-tender opportunities — repeatedly failed tenders where competition is low and agencies are eager to award

Free, no API key, no registration.

Quick start

This is a remote MCP server (streamable HTTP). No installation needed:

https://api.tobid.tw/mcp

Claude Code

claude mcp add --transport http tobid https://api.tobid.tw/mcp

Claude Desktop / claude.ai — Settings → Connectors → Add custom connector, paste the URL above.

Also listed in the official MCP registry as tw.tobid/tenders.

Related MCP server: Taiwan Tender MCP

Tools

Tool

Description

search_tenders

Full-text tender search with filters (region, year, budget range, agency, vendor)

get_tender

Single tender timeline: notices, amounts, winners, competition status

price_analysis

Suggested bid range from historical award/budget ratios

vendor_report

Vendor intelligence: win rate, totals, top clients, rivals, recent losses

unit_report

Agency intelligence: spending, competition metrics, recurring tenders + next-tender predictions

compare_vendors

Head-to-head record between two vendors

hot_opportunities

Repeatedly failed tenders (low competition entry points)

find_entity

Fuzzy name → official vendor/agency names and IDs

Example prompts

  • "What smart streetlight tenders are open in Taichung?"

  • "Analyze Chunghwa Telecom's recent government contract wins"

  • "Is the Legislative Yuan a good agency to bid for? When will it tender again?"

  • "How much should I bid for this tender?"

(Works in Chinese too — the underlying data is in Traditional Chinese.)

Data

Source: public data from Taiwan's Government e-Procurement System (政府電子採購網), operated by the Public Construction Commission, Executive Yuan. ~14 million notices from 1999 to present, refreshed daily. This is a third-party service; verify critical figures against official notices.

Running your own

mcp_server.py is a thin FastMCP wrapper over the ToBid API. It speaks stdio by default (set MCP_TRANSPORT=streamable-http to serve HTTP instead):

pip install "mcp<2" requests
TOBID_API=https://api.tobid.tw python mcp_server.py

Or with Docker:

docker build -t tobid-mcp .
docker run -i tobid-mcp

License

MIT

This server cannot be installed

RayrunBuild, deploy, and operate MCP servers without becoming an infrastructure team.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

Related MCP Connectors

Related MCP Servers

  • Bidding MCP Server

    handaas
    F
    license
    Not graded
    quality
    D
    maintenance
    Provides comprehensive access to Chinese bidding and tendering data, enabling users to search for companies, analyze bidding statistics, query tender announcements, and discover project opportunities for market analysis and business development.
    10

  • Taiwan Tender MCP

    jameslai-sparkofy
    F
    license
    A
    quality
    Not graded
    maintenance
    Enables users to search and retrieve detailed information about Taiwan government procurement tenders through the Government Electronic Procurement System API. It supports searching tenders by keyword, category code, date, and government unit.
    6

  • Taiwan Tender MCP

    h30190
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that provides real-time, high-quality tender information from Taiwan's government e-procurement website via enhanced web scraping, enabling AI to query and analyze procurement opportunities.
    14
    MIT
  • tendfeed-mcp by tendfeed-eu

    tendfeed-mcpofficial

    tendfeed-eu
    A
    license
    A
    quality
    A
    maintenance
    Bid/no-bid intelligence for EU public tenders, built on 592,000 real TED contract awards: competition density, price corridor, SME fit and beachhead ranking. Free guest access; an API key unlocks the live board.
    4
    MIT

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/CHANG666-hash/tobid-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server