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 |
|---|---|
Source code search for every package on PyPI and npm. no licence · released 2026-02-25 | n/a |
Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search. no licence · released 2026-03-26 | n/a |
Reference verification MCP server for CSL bibliographies, evidence, and audited writes. no licence · released 2026-05-11 | n/a |
Find and compare startup credits and deals with eligibility checks and exact evidence. no licence · released 2026-09-02 | n/a |
Stdio bridge to Sourcey startup offers and Agent Readiness report cards. no licence · released 2026-09-02 | n/a |
South Africa payments for AI agents — cards / EFT via Paystack. Never holds funds. no licence · released 2026-07-08 | n/a |
South Africa Government Procurement MCP — National Treasury eTenders / OCPO (keyless). no licence · released 2026-07-02 | n/a |
Gating proxy for MCP servers: policy, verification and one audit trail across upstreams. no licence · released 2026-08-23 | n/a |
EU AI Act sovereignty scanning. Provider residency, registration status, audit trail support. no licence · released 2026-05-11 | n/a |
Space Feeds MCP. no licence · released 2026-06-27 | n/a |
Space weather: Kp index, solar flare flux, alerts. $0.01/query, free testnet funds. no licence · released 2026-09-01 | n/a |
MMO game for AI agents: mine, trade, craft, explore, and battle in a galaxy of ~500 systems no licence · released 2026-02-23 | n/a |
Publish files and folders to the web instantly: permanent URLs, immutable versions, claim links. no licence · released 2026-08-22 | n/a |
Spaceflight News MCP. no licence · released 2026-06-10 | n/a |
Spain legal MCP for visas, residency, Beckham Law, NIE/TIE, nationality, tax, tools, and handoff. no licence · released 2026-08-28 | n/a |
Spain payments for AI agents — cards / Apple Pay via Stripe. Never holds funds. no licence · released 2026-07-09 | n/a |
Spain public procurement MCP — PLACSP tender notices (keyless). no licence · released 2026-07-19 | n/a |
Discovery, OAuth, project operations, and exact project MCP handoff for Spala backend projects. no licence · released 2026-07-23 | n/a |
MCP server for SpamTitan email security — quarantine, allow/block lists, and policy management. no licence · released 2026-08-07 | n/a |
MCP server for SpamTitan email security — quarantine, allow/block lists, and policy management. no licence · released 2026-08-26 | n/a |
MCP observability. Query live traffic, errors, duration, and alerts from your AI agent. no licence · released 2026-06-15 | n/a |
Read-only sample stays, booking constraints, and staged reservation actions for review. no licence · released 2026-08-03 | n/a |
MCP server for Spanning Cloud Backup — M365/GWS/Salesforce backups, restores, audit. no licence · released 2026-08-26 | n/a |
MCP server for Spanning Cloud Backup — M365/GWS/Salesforce backups, restores, audit. no licence · released 2026-08-20 | n/a |
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala. no licence · released 2026-02-08 | n/a |
20+ pay-per-use APIs: image gen, crypto data, email verify, SSL check, web scraping, and more. no licence · released 2026-02-28 | n/a |
Founder workflows for idea validation, branding, campaigns, landing pages, analytics, and CRM. no licence · released 2026-08-18 | n/a |
Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs. no licence · released 2026-09-03 | n/a |
Create, publish and measure SparkleTree marketing campaigns from an AI client. OAuth 2.1 with PKCE. no licence · released 2026-09-02 | n/a |
MCP server for Sparkplug B: node/device discovery, metrics, commands, host state over MQTT. no licence · released 2026-08-04 | n/a |
Official first-party facts about Sparks Scribe: what it is, pricing, trial. no licence · released 2026-07-30 | n/a |
District-level open data for India — Census, NFHS-5, NCRB, RBI and more, joined onto one geography. no licence · released 2026-09-07 | n/a |
Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix what fails no licence · released 2026-07-28 | n/a |
SPDX open-source license list with full text no licence · released 2026-05-13 | n/a |
Search recordings, summarize meetings, create clips, and automate workflows from your AI assistant. no licence · released 2026-08-28 | n/a |
Order & book on AI Transact WordPress sites by AI agent — MCP tools with WhatsApp confirmation. no licence · released 2026-07-08 | n/a |
Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only. no licence · released 2026-02-26 | n/a |
An artifact manager for system specifications. no licence · released 2026-09-08 | n/a |
SpecProof: Search standards specs with MCP-ready precision. no licence · released 2026-02-01 | n/a |
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website? no licence · released 2026-08-03 | n/a |
Pronunciation scoring, speech-to-text, and text-to-speech for language learning no licence · released 2026-03-05 | n/a |
Transcribe local files and URLs with SpeechWeave's OpenAI-compatible API. no licence · released 2026-08-21 | n/a |
MCP server for Speech-to-Text no licence · released 2026-06-17 | n/a |
Turn any article, document, or chat reply into a one-word-at-a-time RSVP reading session. no licence · released 2026-08-14 | n/a |
Official SpeedOf.Me server - Accurate speed tests via over 130 global edge servers with analytics. no licence · released 2026-08-31 | n/a |
Speedrun.com MCP — wraps the Speedrun.com API v1 (speedrun.com/api/v1) no licence · released 2026-06-08 | n/a |
Speedrun.com games, leaderboards, runs, and users. No API key. By UnClick. no licence · released 2026-06-01 | n/a |
Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, evals, and docs. no licence · released 2026-06-15 | n/a |
AI agent spending controls. Set limits, blocklists, and caps. Approve transactions from your phone. no licence · released 2026-04-17 | n/a |
Authorization layer between AI agents and money: ALLOW/APPROVAL/DENY, budgets, audit. no licence · released 2026-09-02 | n/a |
Enforce AI budgets before the model call and track cost per customer across 10 providers. no licence · released 2026-09-08 | n/a |
MCP server for expense tracking, invoices, budgets, and financial insights directly in Claude no licence · released 2026-03-30 | n/a |
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on Arbitrum no licence · released 2026-01-07 | n/a |
Manage SpherePay customers, bank accounts, wallets, and transfers from Claude. no licence · released 2026-03-07 | n/a |
Crawl, scrape, search the web, and automate browsers at scale with anti-bot bypass. no licence · released 2026-06-24 | n/a |
Deterministic context layer for your codebase: change impact, blast radius, answers with receipts. no licence · released 2026-08-22 | n/a |
Analyze your repo's stack and generate grounded, time-boxed spike decision docs. no licence · released 2026-08-09 | n/a |
Pull TestFlight screenshot feedback from App Store Connect into AI coding agents. no licence · released 2026-06-10 | n/a |
Search 32,000+ wineries: tasting fees, hours, reservations, amenities, and curated guides. no licence · released 2026-08-21 | n/a |
Spin a random picker wheel, pick a random number, and search shared wheels from spinwheelnames.com. no licence · released 2026-09-03 | n/a |
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