"Construction cost estimate information" matching MCP servers:

• llm-cost

  comparedge

  A

  license

  -

  quality

  B

  maintenance

  Token cost math for LLM API calls: current per-million-token rates for 69 models across 17 providers, with local arithmetic for estimates, comparisons and monthly budgets. Rates are verified and date-stamped.

  Last updated 2026-07-10

  1

  MIT

• claude-cost-mcp

  firstshout

  A

  license

  A

  quality

  C

  maintenance

  Estimates Claude API token counts, per-model cost, and prompt-caching break-even without an API key or network.

  Last updated 2026-06-10

  5

  MIT

• openclaw-cost-tracker-mcp

  temurkhan13

  A

  license

  A

  quality

  B

  maintenance

  Token-cost telemetry for OpenClaw, queryable from Claude or any MCP-aware agent. Provides per-agent and per-provider cost attribution, anomaly detection, model-routing recommendations, and 30-day forecasts.

  Last updated 2026-05-13

  7

  MIT

• llm-cost-guard

  Wimoron

  A

  license

  -

  quality

  C

  maintenance

  MCP server for tracking LLM costs, setting spending limits, and receiving budget alerts directly within AI editors via slash commands like /guard.

  Last updated 2026-06-29

  10

  1

  MIT

• MCP-Based Weather Information

  AryanManral27

  F

  license

  -

  quality

  B

  maintenance

  Provides current weather information for any location and generates AI-powered responses using Google Gemini through FastMCP.

  Last updated 2026-06-17

• ai-cost-calculator-api

  lazymac2x

  F

  license

  -

  quality

  D

  maintenance

  Enables AI cost calculation, comparison, and optimization across major providers like Anthropic, OpenAI, Google, Meta, and Mistral. Supports cost estimation, budget-aware model finding, and token estimation through a simple API and MCP integration.

  Last updated 2026-04-11

• LLM Usage & Cost Tracker

  zhaoyue722

  A

  license

  A

  quality

  A

  maintenance

  A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.

  Last updated 2026-07-21

  7

  3

  MIT

• AI Token Cost Optimization MCP

  SujanGhosh2002

  F

  license

  -

  quality

  C

  maintenance

  Provides tools to count tokens, estimate API costs, optimize prompts, and compare AI model pricing for multiple LLMs.

  Last updated 2026-07-15

  46

• cloudwright-mcp

  xmpuspus

  A

  license

  A

  quality

  C

  maintenance

  AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

  Last updated 2026-07-08

  19

  32

  MIT

• oraclaw-mcp-server

  Whatsonyourmind

  A

  license

  A

  quality

  B

  maintenance

  17 decision intelligence algorithms as MCP tools for AI agents. Bandits (UCB1, Thompson), LP/MIP solver (HiGHS), Monte Carlo simulation, Bayesian inference, graph analytics (PageRank, Louvain), genetic algorithms, CMA-ES, anomaly detection, time series forecasting, and more. All under 25ms, deterministic, zero LLM cost.

  Last updated 2026-06-24

  17

  11

  MIT

• llmtrim

  fkiene

  A

  license

  A

  quality

  A

  maintenance

  MCP server and local proxy that compresses LLM prompts, tool output, and replies to cut token cost, with a quality gate that reverts any step that does not save. Exposes llmtrim_compress, llmtrim_compress_text, and llmtrim_stats.

  Last updated 2026-07-23

  3

  174

  Mozilla Public 2.0

• Atlas Cloud MCP Server (Image

  AtlasCloudAI

  A

  license

  A

  quality

  C

  maintenance

  Atlas Cloud MCP Server enables developers to access state-of-the-art AI models for image generation, video generation, and LLMs through a unified MCP interface. Fast, scalable, and cost-efficient alternative to traditional AI providers.

  Last updated 2026-07-02

  9

  1,653

  4

  MIT

• MCPSpend

  andreisirbu91-lab

  A

  license

  A

  quality

  A

  maintenance

  Real-time cost observability for Model Context Protocol tool calls. Wraps any MCP server, attributesspend per tool/project/customer. Free 25K calls/month. EU-hosted, GDPR-ready, MIT.

  Last updated 2026-07-14

  6

  83

  MIT

• rigshare-mcp

  RPER2001

  A

  license

  A

  quality

  B

  maintenance

  Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equipment owners.

  Last updated 2026-07-09

  7

  285

  MIT
• 

  spanlens-mcpofficial

  spanlens

  A

  license

  A

  quality

  C

  maintenance

  MCP-native LLM observability. Query your Spanlens traces, stats, cost anomalies, and savings from Cursor, Claude Desktop, or any MCP client. Open source (MIT).

  Last updated 2026-07-25

  7

  9

  MIT

• @argosvix/mcp-server

  argosvix

  A

  license

  A

  quality

  B

  maintenance

  Lets AI agents query, manage, and operate their LLM observability data directly from the conversation. Provides 87 tools for cost analysis, alerting, anomaly detection, and runtime control gates.

  Last updated 2026-07-15

  87

  969

  MIT

• quelllm-mcp

  MGM-FALCON

  A

  license

  A

  quality

  A

  maintenance

  MCP server for QuelLLM: recommends the best open-source LLM to run locally for your hardware (GPU/RAM), with model comparison and a cost calculator.

  Last updated 2026-07-24

  6

  MIT

• cloud-audit

  gebalamariusz

  A

  license

  A

  quality

  B

  maintenance

  Open-source AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server. 47 checks across 15 AWS services. Every finding includes copy-paste remediation (CLI + Terraform) and a dollar-risk estimate with verified source. First free standalone AWS security MCP server - Prowler and Wiz require paid SaaS.

  Last updated 2026-07-21

  6

  66

  MIT

• llm-prices-cn

  szp2005

  A

  license

  A

  quality

  B

  maintenance

  Daily-verified LLM API pricing dataset (44+ models, CN & global) with a hosted MCP server for live price queries and token cost estimation.

  Last updated 2026-07-22

  4

  2

  CC BY-4.0

• tokencost-dev

  atriumn

  A

  license

  A

  quality

  B

  maintenance

  LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM. An MCP server that gives AI assistants accurate, up-to-date model pricing from the LiteLLM community registry. Look up pricing and capabilities for any LLM with fuzzy matching, estimate costs for token volumes, and compare models by provider, context window, or mode.

  Last updated 2026-07-21

  4

  94

  1

  MIT