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 |
|---|---|
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & Utilities. no licence · released 2026-01-19 | n/a |
FIBER decision-context compiler with honest omission accounting: 259 evidence-bearing MCP tools. no licence · released 2026-08-24 | n/a |
AST-based Python refactoring MCP server with safe automated refactorings and rollback no licence · released 2026-01-24 | n/a |
An MCP server that provides text preprocessing, NLP components, and document analysis no licence · released 2025-11-22 | n/a |
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics no licence · released 2026-05-05 | n/a |
One safe tool for your AI agent to publish to every social network via the Social Fanout API. no licence · released 2026-06-15 | n/a |
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports no licence · released 2026-05-30 | n/a |
MCP server for Proxmox VE management (VM, LXC, nodes) no licence · released 2026-08-13 | n/a |
Free passive security scanning - check any domain's DMARC, TLS, headers, and exposures. no licence · released 2026-09-02 | n/a |
Renders a pipeline DAG and test-harness dashboard inline as an MCP App no licence · released 2026-09-07 | n/a |
Checks if an LEI-holding entity has a match in the national registry its jurisdiction expects. no licence · released 2026-09-01 | n/a |
Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable. no licence · released 2026-09-04 | n/a |
Agent context flight recorder: restore after compaction, fan-out packs, signed git-bound receipts. no licence · released 2026-08-12 | n/a |
PoC: Open Registry supply chain — unvetted server listing (security research) no licence · released 2026-02-03 | n/a |
Demo: Server update hijack PoC (clean copy for video) no licence · released 2026-02-03 | n/a |
PoC benign MCP server for update-hijack security research no licence · released 2026-02-03 | n/a |
AI that remembers. Local-first cross-session, cross-project long-term memory for coding tools. no licence · released 2026-04-06 | n/a |
Search, compare, and get pricing for 8,600+ software tools with verified data. no licence · released 2026-08-21 | n/a |
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools. no licence · released 2026-03-11 | n/a |
Zero-Based Budgeting tools: budget plans, runway, net worth, savings goals, debt payoff plans. no licence · released 2026-07-13 | n/a |
Fueling & recovery decision engine combining MacroFactor nutrition with Garmin training data no licence · released 2026-07-10 | n/a |
Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency. no licence · released 2026-06-10 | n/a |
AI-powered localization — translate, manage translation memory, and access style guides. no licence · released 2026-02-19 | n/a |
MCP Server for publicly available Indian Mutual Funds data no licence · released 2026-05-08 | n/a |
Semantic document memory using Redis vector store. Save and recall files with natural language. no licence · released 2025-11-05 | n/a |
An MCP server that provides DevOps and DevSecOps context for the project no licence · released 2026-03-06 | n/a |
93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via USDC x402. no licence · released 2026-07-06 | n/a |
Semantic code graph MCP server for coding agents no licence · released 2026-07-03 | n/a |
Advanced NPM analysis: Recursive security scanning, ecosystem awareness, and deep insights. no licence · released 2026-08-24 | n/a |
Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 tools. no licence · released 2026-09-04 | n/a |
Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics. no licence · released 2026-09-03 | n/a |
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 browser tools. no licence · released 2026-05-13 | n/a |
Search 367k+ verified businesses; earn cashback when an agent routes a real purchase. no licence · released 2026-06-26 | n/a |
MCP server for NetApp AI Data Engine no licence · released 2026-04-16 | n/a |
Pre-trade token risk scoring API for Base tokens, paid via x402. no licence · released 2026-08-26 | n/a |
Wrap any korg:introspect@v1-aware binary as a Claude Code tool, honoring declared side-effects. no licence · released 2026-05-30 | n/a |
Verifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs. no licence · released 2026-05-29 | n/a |
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions by meaning. no licence · released 2026-05-30 | n/a |
Independent A-F trust grade for any MCP server, watched for drift. Free, never for sale. no licence · released 2026-05-30 | n/a |
US liquor license compliance records (CA, TX, NY, FL, IL) with verifiable provenance. no licence · released 2026-04-13 | n/a |
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenance. no licence · released 2026-04-13 | n/a |
Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0. no licence · released 2026-06-22 | n/a |
Clinical AI for lab analysis, biomarker scoring, health narratives, and risk insights. no licence · released 2026-06-03 | n/a |
MCP server exposing Argentine public jurisdiction/registry data (georef) and datasets. no licence · released 2026-07-23 | n/a |
Generate and read PDFs for AI agents: a generate_pdf and a read_pdf tool, priced per document. no licence · released 2026-07-18 | n/a |
AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act compliance for Claude no licence · released 2026-04-06 | n/a |
ERC-8004 agent trust scores via x402: free preview + paid USDC-on-Base signed scores (5 chains) no licence · released 2026-07-03 | n/a |
Kraken crypto signals via x402: free preview + paid USDC-on-Base signals, regime & indicators no licence · released 2026-06-19 | n/a |
SSH server management with zero-token SFTP file transfer and SOCKS proxy support no licence · released 2026-03-27 | n/a |
Verify x402 payment endpoints before an AI agent pays: scam scan, on-chain checks, trust scores. no licence · released 2026-08-06 | n/a |
Audit architecture, security, memory, and code quality in Flutter, Laravel, Node, Python, & Vue. no licence · released 2026-09-08 | n/a |
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, strategy, fantasy. no licence · released 2026-09-02 | n/a |
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement. no licence · released 2026-05-23 | n/a |
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detection. no licence · released 2026-04-06 | n/a |
MCP server for SQL Server: schema inspection, safe read-only queries, query plan analysis no licence · released 2026-06-25 | n/a |
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes. no licence · released 2025-09-18 | n/a |
An MCP server that gives your AI access to the source code and docs of all public github repos no licence · released 2026-05-10 | n/a |
Validate EU VAT numbers (VIES), IBANs and EORI, look up company data (GLEIF) and VAT rates no licence · released 2026-08-26 | n/a |
Your project's decision history for agents: decisions, dead-ends, constraints - queryable, local. no licence · released 2026-07-08 | n/a |
Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x402 pay-per-call. no licence · released 2026-08-01 | n/a |
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