mcp
Sorted by GitHub stars, which measures attention rather than fitness. Read the release date and the commit count next to it before picking one.
| Tool | Stars |
|---|---|
Enables AI assistants to interact with Demo Time and helps build presentations and demos. no licence · released 2025-09-19 | n/a |
11 open strategy frameworks as AI-guided prompts for any MCP client. no licence · released 2026-04-06 | n/a |
Exact-decimal double-entry for agents. Call MCP tools; do not do money math in tokens. no licence · released 2026-08-14 | n/a |
Embedded calculators, codegen & schematic review: CRC, timing, struct, IEEE-754, KiCad. no licence · released 2026-08-10 | n/a |
Diagnoses pg-boss and graphile-worker job queues: retry storms, stuck workers, missed schedules. no licence · released 2026-08-07 | n/a |
Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools. no licence · released 2026-01-06 | n/a |
CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+) no licence · released 2026-04-06 | n/a |
An MCP server for weather information. no licence · released 2026-09-04 | n/a |
Analyze multiple URLs with categorized SEO / GEO checks and scored results. no licence · released 2026-03-23 | n/a |
Analyze multiple URLs with categorized SEO / GEO checks and scored results. no licence · released 2026-03-12 | n/a |
Construction compliance AI. Wire sizing, load calc, battery clearance. AU, USA, CA, UK, EU. no licence · released 2026-04-07 | n/a |
MCP Server for Dida365 (TickTick) Task Management Integration no licence · released 2025-11-25 | n/a |
Local-first portfolio tracker for overseas investors. Claude reads and writes your finances via MCP. no licence · released 2026-04-25 | n/a |
Local-first second brain with semantic search. Markdown notes indexed by a local ML model. no licence · released 2026-07-14 | n/a |
Not another dashboard. A wealth analyst for every asset a bank can't sync, inside Claude. no licence · released 2026-07-13 | n/a |
One profile — skills, credentials, and memory — synced to every agent tool via one MCP URL. no licence · released 2026-09-01 | n/a |
Stripe-style USDC billing for any API. 8 free demo services no signup. Non-custodial. no licence · released 2026-05-23 | n/a |
Alpaca trading API with hard daily USD cap guard. Paper trading default; live opt-in. no licence · released 2026-05-16 | n/a |
Polymarket prediction markets — buy/sell positions in USDC. LemonCake pay-per-call billing. no licence · released 2026-05-16 | n/a |
Buy/sell tokenized US stocks (Dinari dShares) in USDC. Daily USD cap guard. Sandbox default. no licence · released 2026-05-17 | n/a |
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap. Dry-run default. no licence · released 2026-05-16 | n/a |
SigB (Signal Bureau): maintained, source-traced record of entities and events in your named domain. no licence · released 2026-09-02 | n/a |
AI-powered Excel translation preserving formatting, formulas, and data integrity. no licence · released 2026-01-16 | n/a |
Unofficial SberBank Online: read accounts and operations, transfer with human approval. no licence · released 2026-08-05 | n/a |
Voice-first planning — notes, tasks, events and AI reports. 21 tools. iOS + Apple Watch. no licence · released 2026-04-11 | n/a |
Build, run, inspect, and publish browser extensions from any MCP client. 30 tools, 11 browsers. no licence · released 2026-08-21 | n/a |
Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402. no licence · released 2026-03-22 | n/a |
Emplyx HR Platform - 346+ tools for employees, schedules, time tracking & payroll no licence · released 2026-01-31 | n/a |
Deterministic payment policy guardrail for AI agents - budgets, allowlists, signed mandates. no licence · released 2026-08-19 | n/a |
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP. no licence · released 2026-04-20 | n/a |
Read-only ExergyNet MCP lookups and compute-cost estimates; write settlement is disabled. no licence · released 2026-08-28 | n/a |
Local deterministic BM25 memory for AI agents. Offline-first, no API key, SHA-256 shards, stdio. no licence · released 2026-09-03 | n/a |
Superseded by io.github.f-tiger/hvac-btu-heat-klimaanlage — same server, same URL. no licence · released 2026-08-11 | n/a |
Superseded by io.github.f-tiger/hvac-btu-heat-klimaanlage — same server, same URL. no licence · released 2026-08-11 | n/a |
BTU sizing, window-seal length, heatwave outlook, running costs, balcony solar subsidies (DE/EU). no licence · released 2026-08-15 | n/a |
Verified AI free-tier limits, quota comparisons, commercial-use verdicts and zero-cost workflows. no licence · released 2026-08-17 | n/a |
Bidirectional data lineage graph for Power BI (.pbix) files, from source to display no licence · released 2026-07-28 | n/a |
Bidirectional data lineage graph for Power BI (.pbix) files, from source to display no licence · released 2026-07-25 | n/a |
MCP server for managing i18n translations in Nuxt projects. no licence · released 2026-03-20 | n/a |
Inspect, validate and surgically edit Tiled map files (.tmx/.tmj) — byte-preserving, 12 tools. no licence · released 2026-08-31 | n/a |
Search academic expert insights, papers and contributions from Faculti no licence · released 2026-03-14 | n/a |
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude Code. no licence · released 2026-05-22 | n/a |
Capture website screenshots from any MCP client via the ScreenshotRender API. no licence · released 2026-06-02 | n/a |
Browser MCP: the app under test egresses via the real ISP while the agent stays on the VPN. no licence · released 2026-08-08 | n/a |
16 Instagram creator tools: downloaders, engagement audit, hashtags, hooks, best-time, calendar. no licence · released 2026-07-22 | n/a |
TikTok toolkit: download videos, niche hashtags, best posting times, viral hook formulas. no licence · released 2026-06-11 | n/a |
Playwright & Appium test automation for Claude. Generate tests, diagnose failures, open fix PRs. no licence · released 2026-05-13 | n/a |
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools. no licence · released 2026-03-12 | n/a |
Cast BaZi, Zi Wei Dou Shu, and Western astrology natal charts - deterministic, free, no account. no licence · released 2026-09-01 | n/a |
Turn raw customer feedback into evidence-cited specs (free, no key) plus 16 PM tools. no licence · released 2026-07-24 | n/a |
FHIR MCP server with SMART Backend Services, response compaction, FHIRPath, and guarded writes. no licence · released 2026-08-27 | n/a |
MCP-native LLM councils for debates, juries, blind panels, refinement, and custom deliberation. no licence · released 2026-08-28 | n/a |
Kojiru Recourse Layer — agent credit primitives (ACS, stake, draw, anchor) live on Base mainnet no licence · released 2026-08-12 | n/a |
Let AI agents inspect and drive running WPF apps: tree, bindings, screenshots, clicks, text input. no licence · released 2026-07-23 | n/a |
Portolan: an MCP server that charts codebases - Chart store, Harbor expeditions, Chart Room. no licence · released 2026-09-08 | n/a |
UK property finance: bridging cost, dev appraisal, BTL stress test, stamp duty (SDLT/LBTT/LTT). no licence · released 2026-05-19 | n/a |
Autonomous research engine: auto research from a prompt to a fully-cited academic paper via MCP no licence · released 2026-07-29 | n/a |
Create AI surveys with dynamic follow-up probing directly from your AI assistant. no licence · released 2026-02-27 | n/a |
Real-time macroeconomic signals for AI agents. 86 FRED series, regime classification, DeFi rates. no licence · released 2026-02-27 | n/a |
Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser. no licence · released 2026-09-04 | n/a |
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