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 |
|---|---|
Security scanner for third-party AI agent-skill files (SKILL.md, hooks, scripts) via MCP. no licence · released 2026-08-11 | n/a |
Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output. no licence · released 2026-08-11 | n/a |
Append-only event log for cross-agent context/memory sharing via 3 MCP tools. no licence · released 2026-08-11 | n/a |
Multi-agent context sharing, memory, and status coordination via MCP tools. no licence · released 2026-08-11 | n/a |
Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination. no licence · released 2026-08-11 | n/a |
Compares AI coding tool spend before and after a migration via MCP tools. no licence · released 2026-08-11 | n/a |
Scans self-hosted multi-tenant AI-agent platforms for tenant-isolation gaps via an MCP tool. no licence · released 2026-08-11 | n/a |
Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools. no licence · released 2026-08-11 | n/a |
Wraps the toolgovern CLI as a single generic MCP tool for agent-tool policy validation. no licence · released 2026-08-11 | n/a |
Wraps the truesignal CLI as a single generic MCP tool for threat/connector status checks. no licence · released 2026-08-11 | n/a |
Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP. no licence · released 2026-08-11 | n/a |
Classifies GPU workloads as inference or training from telemetry alone via MCP tools. no licence · released 2026-08-11 | n/a |
Wraps the WorkspaceGuard CLI as a single generic MCP tool for workspace usage checks. no licence · released 2026-08-11 | n/a |
The firewall for MCP tool calls. Block, audit, replay with evidence bundles. no licence · released 2026-03-17 | n/a |
Indexes your project's markdown docs and serves them to any agent via local hybrid search. no licence · released 2026-09-07 | n/a |
Immutable audit trail for agent-to-agent interactions no licence · released 2026-06-03 | n/a |
Agent wallet and budget management for AI agents no licence · released 2026-06-03 | n/a |
Real-time agentic newsfeed for MCP tools and capabilities no licence · released 2026-06-03 | n/a |
Centralized API gateway routing to MCP servers with per-call billing no licence · released 2026-06-03 | n/a |
Security guardrails for AI agent payments no licence · released 2026-06-03 | n/a |
Run MCP tool calls through Runestone Gatekeeper — policy enforcement, human approval, audit. no licence · released 2026-09-05 | n/a |
Governed execution cells for AI agents: Docker/K8s sandboxes with policy, audit, and approvals. no licence · released 2026-07-08 | n/a |
Access the full Runware API as MCP tools: image, video, audio, 3D, and text. no licence · released 2026-07-09 | n/a |
Agent-harness picks and decision guides; pick_infrastructure adds live GitHub/HN discovery. no licence · released 2026-08-12 | n/a |
Run UX research from Claude — create card sort studies, list studies, pull headline stats. no licence · released 2026-06-09 | n/a |
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across restarts. Zero deps. no licence · released 2026-05-07 | n/a |
Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation. No API key. no licence · released 2026-08-27 | n/a |
33 image tools: free local editing, AI upscaling, background removal, and product photos no licence · released 2026-08-26 | n/a |
League of Legends math for AI agents: MMR estimation, climb projections, KDA, hours. No API key. no licence · released 2026-08-27 | n/a |
Twitter/X tools for AI agents — read timelines, post tweets, search, and engage no licence · released 2026-03-29 | n/a |
Grant management for AI agents: deadlines, business-day math, budgets, in-kind value. No API key. no licence · released 2026-08-27 | n/a |
Read and write WiseGrid sheets, rows, columns and reports from any AI agent. no licence · released 2026-08-27 | n/a |
MCP server for Ryvo Gateway x402, Helius Wallet, and Tokens API market data. no licence · released 2026-05-08 | n/a |
MCP server for Ryvo Protocol state reads and prepare-only payment-channel actions. no licence · released 2026-05-11 | n/a |
36 tools for AWS infrastructure, security compliance, AI workflows, and ACI governance. no licence · released 2026-02-13 | n/a |
MCP server for browsing, searching, exporting, and backing up your Cursor AI chat history no licence · released 2026-01-11 | n/a |
Enterprise-ready portable memory for AI agents: encrypted, shareable, provably erased. no licence · released 2026-09-03 | n/a |
Enterprise-ready portable memory for AI agents: encrypted, shareable, provably erased. Join SAIHM. no licence · released 2026-09-03 | n/a |
SAP Fiori - Model Context Protocol (MCP) server no licence · released 2026-09-08 | n/a |
Model Context Protocol (MCP) server for AI-assisted development of MDK applications. no licence · released 2026-04-19 | n/a |
A Model Context Protocol (MCP) server for Selise Blocks Cloud integration no licence · released 2025-12-29 | n/a |
SEO tools via x402: briefs, keywords, SERP, backlinks, audits. $0.50-$3/req USDC on Base. no licence · released 2026-07-06 | n/a |
Spotify playlists from a festival lineup, a genre, a song, a playlist or a blend. Own client ID. no licence · released 2026-09-07 | n/a |
Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU/HE. Hosted. no licence · released 2026-07-06 | n/a |
Search and retrieve scholarly metadata from the Crossref REST API no licence · released 2026-07-04 | n/a |
Search ORCID researcher profiles, retrieve works, and export citations no licence · released 2026-07-04 | n/a |
Search Scopus abstracts, authors, and export citations via Elsevier API no licence · released 2026-07-04 | n/a |
Search 200M+ papers, authors, citations, and recommendations via Semantic Scholar no licence · released 2026-07-04 | n/a |
Open-access availability for 120M+ scholarly articles via the Unpaywall API no licence · released 2026-07-04 | n/a |
Free proof-of-existence attestation for digital files, MCP tools for the imgauth service. no licence · released 2026-07-24 | n/a |
Zero-install remote MCP server for proof-of-existence file attestation. no licence · released 2026-07-13 | n/a |
AI-native meme coin launchpad on Avalanche. Deploy tokens, simulate trades, query risk. no licence · released 2026-03-06 | n/a |
Interactive LeetCode MCP server with authorization and solution submission capabilities no licence · released 2026-06-24 | n/a |
Pacer revenue-management API as MCP tools: portfolios, pacing, market metrics, Guesty, briefs. no licence · released 2026-07-23 | n/a |
Temporal engineering context for agents via MCP. no licence · released 2026-08-26 | n/a |
Automated, calibrated SWAT+ watershed modeling and national hydrologic datasets for the U.S. no licence · released 2026-07-23 | n/a |
Multi-model AI image and video generator. 14 models behind one OAuth-secured MCP endpoint. no licence · released 2026-05-08 | n/a |
Search Google Maps businesses via MCP - name, address, phone, rating, hours, GPS. no licence · released 2026-09-04 | n/a |
Generate draw.io diagrams and architecture designs from natural language, via the DrawX API. no licence · released 2026-07-02 | n/a |
AI-native browser for agents. 71 tools with self-healing, semantic extraction, vault CLI. no licence · released 2026-03-30 | n/a |
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