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 |
|---|---|
Architecture diagram with concurrency capacity and bottleneck estimates from any codebase. no licence · released 2026-07-24 | n/a |
Session-bound Docker workflow server through Codex. State is discarded with the container. no licence · released 2026-07-27 | n/a |
Search, read, create, and organize Workflowy nodes with breadcrumb context. no licence · released 2026-03-15 | n/a |
Connect to 1,400+ apps and 15,000+ actions through one OAuth-protected MCP server. no licence · released 2026-09-05 | n/a |
Persistent personal memory for AI assistants — save, search, and recall across every MCP client. no licence · released 2026-07-17 | n/a |
Remote jobs, freelance gigs, vacancies. 24 boards: Upwork, Freelancer, RemoteOK, hh.ru, Kwork. no licence · released 2026-08-10 | n/a |
A growing notebook shared by every AI you use. Save in conversation, recall from any connected AI. no licence · released 2026-08-05 | n/a |
Swipe to apply for jobs and search over 4 million roles with visa, distance, and salary filters. no licence · released 2026-08-25 | n/a |
Search 6.3M+ live jobs from companies' own career pages, plus resume tailoring & cover letters. no licence · released 2026-06-15 | n/a |
14 MCP tools: facts, pitfalls, skills, handoff protocols, trust scores, identity verification. no licence · released 2026-07-12 | n/a |
Macro indicators from World Bank, FRED, IMF, and OECD via unified query surface. no licence · released 2026-06-11 | n/a |
Access World Bank development indicators for 200+ countries. no licence · released 2026-03-01 | n/a |
Dive into the wealth of information provided by the World Bank with our zero-auth API. Instantly no licence · released 2026-07-09 | n/a |
Free MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset JSON-LD. no licence · released 2026-06-15 | n/a |
Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 75 tools. no licence · released 2026-09-08 | n/a |
World News Feeds MCP. no licence · released 2026-06-25 | n/a |
Resolve real-world capability gaps: validate native MCPs, search the web, and record unmet demand. no licence · released 2026-08-11 | n/a |
World stock market analysis: fundamentals, technicals, DCF, peer comparison, forecast no licence · released 2026-08-06 | n/a |
Current time in any IANA time zone, plus the full time-zone list. Via timeapi.io. no licence · released 2026-08-04 | n/a |
Global weather API: forecasts, historical data, marine, ski, astronomy and timezone. no licence · released 2026-04-10 | n/a |
World Bank Climate Change Knowledge Portal (CCKP) MCP. no licence · released 2026-06-02 | n/a |
World Bank Poverty and Inequality Platform (PIP) MCP. no licence · released 2026-06-02 | n/a |
World Bank Procurement Notices MCP — global development tenders (keyless). no licence · released 2026-07-19 | n/a |
World Bank Projects & Operations MCP. no licence · released 2026-06-11 | n/a |
Built-environment forecasts, public benchmarks, and permit or zoning readiness through remote MCP. no licence · released 2026-07-28 | n/a |
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. No API key. no licence · released 2026-07-18 | n/a |
Save AI conversations into your Worldku memory and recall them from any MCP client. no licence · released 2026-07-30 | n/a |
WoRMS (World Register of Marine Species) MCP — keyless. no licence · released 2026-06-08 | n/a |
61 verified financial models and a household planning engine: 20 MCP tools, 6 keyless, specs cited. no licence · released 2026-09-07 | n/a |
Automate Windows WPF apps from AI agents with semantic UIA selectors and FlaUI test generation. no licence · released 2026-06-03 | n/a |
Detect unnatural Korean and English mid-word wrapping in responsive web pages. no licence · released 2026-09-02 | n/a |
Ask about your sleep, heart rate and wellness trends from your smartwatch. no licence · released 2026-07-10 | n/a |
Free MCP tool: paste your writing, get a one-line diagnosis and a tightened rewrite. no licence · released 2026-07-23 | n/a |
Metadata-first fiction editing and reasoning tools for long-form writing projects. no licence · released 2026-06-11 | n/a |
Prose linter + AI-slop detector: weasel words, passive voice, hedging, and research-cited AI tells no licence · released 2026-07-14 | n/a |
Read-only China A-share data for AI agents: market, limit-up, capital flow and disclosures. no licence · released 2026-07-15 | n/a |
The structured memory layer your AI is missing. Requires the free Wuniq desktop app. no licence · released 2026-07-28 | n/a |
Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID. no licence · released 2026-02-22 | n/a |
Wynncraft MMO player + guild + leaderboard + item DB lookups. no licence · released 2026-05-19 | n/a |
X trending topics and discussion volume over time. Free key at trendsapi.ai no licence · released 2026-08-18 | n/a |
Twitter (X) trends over time, with growth for any keyword. Free key at trendsmcp.ai no licence · released 2026-08-18 | n/a |
Local-first MCP tools for searching and drafting from your X/Twitter archive. no licence · released 2026-06-18 | n/a |
Ask your governed X1 record: entities, trusts, policies, documents, decisions. Cited or declined. no licence · released 2026-08-26 | n/a |
Query your DevExpress XAF app: entities, controllers, actions, rules, Model Editor. no licence · released 2026-08-25 | n/a |
Pre-execution audit for autonomous agents. Independent receipt before irreversible actions. no licence · released 2026-06-18 | n/a |
X/Twitter automation MCP: scrape, post, schedule, analyze, engage. No API key required. no licence · released 2026-08-19 | n/a |
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards. no licence · released 2026-08-10 | n/a |
Local stdio MCP bridge for XCREENER's XQL screener API — validate, explain, and run queries. no licence · released 2026-08-06 | n/a |
MCP tools for testing mobile and TV apps on iOS simulators, Android phones, and Apple/Android TV. no licence · released 2026-08-17 | n/a |
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evaluators. no licence · released 2026-05-18 | n/a |
Submit AI inference to XFuel, pay per task (USDC via x402 or TFUEL), fetch/verify ZK proofs. no licence · released 2026-07-09 | n/a |
Signed prices and no-account x402 USDC tools with secretless egress and verifiable receipts. no licence · released 2026-09-01 | n/a |
Payment decisions, durable evidence, x402 resource discovery and live gateway status for AI agents. no licence · released 2026-08-19 | n/a |
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics no licence · released 2026-03-12 | n/a |
Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST. no licence · released 2026-08-13 | n/a |
Connect your XP account to AI via Brazil's Open Finance: balances, statements, cards, investments. R no licence · released 2026-06-11 | n/a |
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per call in XRP. no licence · released 2026-05-02 | n/a |
XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flows. Pay via x402. no licence · released 2026-09-06 | n/a |
Free XRPL wallet creditworthiness scores, ready-to-sign txjson for 35 XRPL actions, and more. no licence · released 2026-09-04 | n/a |
XRPL domains for AI agents — availability, pricing, profiles, portfolio, and register links. no licence · released 2026-07-13 | n/a |
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