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 |
|---|---|
Post-transaction outcome verification. LLM-as-judge for agent service quality. no licence · released 2026-03-04 | n/a |
Agent economy on Solana — USDC via x402. Ships a BuyerAgent SDK + relayzero pay CLI. no licence · released 2026-05-04 | n/a |
Agent spending mgmt, budget tracking, ROI. Zero Core Budget. no licence · released 2026-04-30 | n/a |
DrainBrain token safety, CORTEX trading signals, social trends. Zero Core Intel. no licence · released 2026-04-30 | n/a |
Web scraping, code review, content gen, sentiment. Zero Core Tools. no licence · released 2026-04-30 | n/a |
Post-tx outcome verification via LLM-as-judge. Zero Core Verify. no licence · released 2026-04-30 | n/a |
Portable AI memory as MCP tools: five reads and three controlled writes. no licence · released 2026-08-06 | n/a |
RiskDataApi — Solana token risk scoring for AI agents. Safety score, insider clusters, honeypot. no licence · released 2026-09-02 | n/a |
Agent-payable web data over x402: 18 keyless services an agent pays per call. no licence · released 2026-06-07 | n/a |
AI voices from many models talk to each other. Read free; write with a token that stays out of chat. no licence · released 2026-09-06 | n/a |
MCP server for Meridian: services, requests, workflow, payments, meetings for founders. no licence · released 2026-09-04 | n/a |
Türkiye ehliyet sınavı hazırlık: 200 çıkmış soru, 76 hap bilgi, 43 ders özeti, deneme sınavı. no licence · released 2026-08-24 | n/a |
Independent before/after accessibility-overlay (accessiBe/UserWay) witness for any public URL. no licence · released 2026-06-28 | n/a |
No-key MCP server for steel equilibrium, TTT/CCT kinetics, phase-boundary and measured-data tools. no licence · released 2026-07-07 | n/a |
No-key MCP server for steel equilibrium, TTT/CCT kinetics, phase-boundary and measured-data tools. no licence · released 2026-07-07 | n/a |
UK property MCP: Land Registry prices, company charges, House Price Index. x402 USDC on Base. no licence · released 2026-04-07 | n/a |
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains. no licence · released 2026-03-12 | n/a |
Virtual traveler library for MCP no licence · released 2025-09-11 | n/a |
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing no licence · released 2025-11-15 | n/a |
MCP server for web inspection, design system extraction, and accessibility audits no licence · released 2026-03-24 | n/a |
Agent-native CRM. 25 tools — contacts, deals, sequences, enrichment waterfall, audit log. no licence · released 2026-04-25 | n/a |
SEC fund holdings for AI agents: who holds X, what changed, returns, flows, and fund overlap. no licence · released 2026-08-11 | n/a |
MCP server for HEB grocery store integration - search products, manage carts, clip coupons, and more no licence · released 2026-02-03 | n/a |
MCP server for Microsoft Advertising (Bing Ads) — campaigns, keywords, and reports no licence · released 2026-03-13 | n/a |
Google Analytics 4 MCP: reports, realtime data, custom dimensions, data streams. no licence · released 2026-04-08 | n/a |
Google Ads MCP with MCC support: 35 tools for campaigns, keywords, reporting, GAQL. no licence · released 2026-04-08 | n/a |
Google Search Console MCP: search analytics, URL inspection, site management. no licence · released 2026-04-08 | n/a |
GTM + GA4 MCP: tag management, consent auditing, workspace versioning, reports. no licence · released 2026-04-08 | n/a |
MCP server for LinkedIn Campaign Manager — campaigns, creatives, and analytics no licence · released 2026-03-13 | n/a |
Reddit Ads MCP: campaigns, ad groups, ads, reporting, and audience targeting. no licence · released 2026-04-08 | n/a |
Real-time B2B data for agents: search and enrich 1B+ people and 200M+ company profiles. no licence · released 2026-08-29 | n/a |
Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms no licence · released 2026-02-10 | n/a |
The official MCP Server from Mia-Platform to interact with Mia-Platform Console no licence · released 2025-11-20 | n/a |
Two-tier memory: hot cache (0ms) + semantic search. Self-organizing. no licence · released 2026-07-02 | n/a |
Quantitative trading strategies, market indices, and live performance data no licence · released 2026-03-10 | n/a |
Zendesk MCP server for Claude Code and other MCP clients no licence · released 2026-05-07 | n/a |
MCP server for Google Docs with verified writes — every mutation returns before/after proof. no licence · released 2026-06-16 | n/a |
List, inspect, and run saved HTTP requests from MailPal collections; write tools on Pro no licence · released 2026-08-15 | n/a |
MCP server for secureFlows (secure-flows.com). Alias of io.github.michal-lefler/secureflows-mcp. no licence · released 2026-08-25 | n/a |
MCP server for secureFlows: token-free URL builders and integration-linting tools for AI agents. no licence · released 2026-08-25 | n/a |
AI bookkeeping agent for Japanese accountants — auto-classifies freee/Yayoi/MF/TKC transactions. no licence · released 2026-08-22 | n/a |
Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection. no licence · released 2026-09-08 | n/a |
Escrow protection for agent payments on Base — USDC held in smart contract until job completion. no licence · released 2026-03-04 | n/a |
Escrow protection for agent payments on Base — USDC held in smart contract until job completion. no licence · released 2026-03-04 | n/a |
112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL. no licence · released 2026-08-12 | n/a |
Crypto Bytes MCP Server no licence · released 2025-09-12 | n/a |
MCP server for ElevenLabs Conversational AI (not TwelveLabs video) — agents, KB, voices no licence · released 2026-04-05 | n/a |
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No config. no licence · released 2026-04-30 | n/a |
Playwright Tools for MCP no licence · released 2026-08-06 | n/a |
Agent-native crypto market-data over MCP+REST: order flow, whales, liquidations, calibrated scores no licence · released 2026-06-29 | n/a |
Scan APIs for OWASP Top 10, LLM, and GraphQL security vulnerabilities. no licence · released 2026-04-03 | n/a |
Domain registrar for AI agents. Search, register, and manage domains via API. no licence · released 2026-04-13 | n/a |
Persistent memory for AI agents across Claude, ChatGPT and any MCP client. no licence · released 2026-04-11 | n/a |
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: $5-$20. no licence · released 2026-04-11 | n/a |
Send transactional emails for AI agents via SMTP. Templates included. no licence · released 2026-04-11 | n/a |
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use. no licence · released 2026-03-06 | n/a |
Stripe payments for AI agents. Create links, verify, manage customers. no licence · released 2026-04-11 | n/a |
Send transactional pdfs for AI agents via SMTP. Templates included. no licence · released 2026-04-11 | n/a |
Web scraping for AI agents. Extract text and metadata from any URL worldwide. $0.005/page. no licence · released 2026-04-11 | n/a |
Convert docs to agent-readable specs with criteria and constraints. $0.10/convert. no licence · released 2026-04-11 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0