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 |
|---|---|
Read and write a CRM built for agents. Every change carries who asserted it and how. no licence · released 2026-09-01 | n/a |
Governed OT data tap: 14 field protocols + cross-protocol RCA brain; audit + MOC gating. no licence · released 2026-09-03 | n/a |
Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core. no licence · released 2026-08-02 | n/a |
B2B SaaS competitor pricing changes, strategic moves, market landscapes, reports and comparisons. no licence · released 2026-08-19 | n/a |
INE Spain (Instituto Nacional de Estadística) Tempus3 JSON API MCP. no licence · released 2026-06-01 | n/a |
Statistics Portugal (INE) JSON indicator MCP. no licence · released 2026-06-26 | n/a |
INEGI MCP — Mexico's national statistics office (INEGI) Indicators API. no licence · released 2026-06-19 | n/a |
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config. no licence · released 2026-08-16 | n/a |
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools. no licence · released 2026-08-10 | n/a |
Auditable rule-based decisions with RAG explanations: a Rete engine decides, an LLM explains why. no licence · released 2026-07-12 | n/a |
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents. no licence · released 2026-04-28 | n/a |
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0.001/call. no licence · released 2026-05-03 | n/a |
Local Infiknit MCP for image and video canvas workflows. Keep Infiknit open on this computer. no licence · released 2026-09-08 | n/a |
Private AI context layer for semantic code search, dependency graphs, memory, and workspaces. no licence · released 2026-07-20 | n/a |
Connect your InfinitePay account to AI via Brazil's Open Finance: balances, statements, cards, inves no licence · released 2026-06-11 | n/a |
Run a live AI intake desk for personal-injury law firms, or query pricing, proof and positioning. no licence · released 2026-08-15 | n/a |
Search, build and manage Inflectiv datasets and AI agents, plus ChainAware on-chain intelligence. no licence · released 2026-08-18 | n/a |
Read-only access to InfluSense influencer discovery, ratings, watchlists, and reports via MCP. no licence · released 2026-09-01 | n/a |
Find and analyze influencers with creator search, lookalikes, profiles, posts, and transcripts. no licence · released 2026-05-28 | n/a |
InfoLang semantic memory MCP — investigate, memorize, and recall compressed agent context. no licence · released 2026-07-13 | n/a |
Search 10k+ live cybersecurity jobs from 246 security companies, plus salary benchmarks and stats. no licence · released 2026-07-30 | n/a |
Court e-filing and process serving. Submit filings, serve process, and manage orders. no licence · released 2026-06-29 | n/a |
Read-only MCP server for Inforcer M365 baseline governance, plus assessment and report runs. no licence · released 2026-08-28 | n/a |
Read-only MCP server for Inforcer M365 baseline governance, plus assessment and report runs. no licence · released 2026-08-19 | n/a |
Keyless open data for 84 German cities: 12 lean read-only MCP tools covering 67 data types. no licence · released 2026-07-06 | n/a |
Read-only access to your Infrapage dashboards: pages, widgets, live values, weekly recaps. no licence · released 2026-08-26 | n/a |
Gate an AI agent's destructive actions behind human approval, with a tamper-evident log. no licence · released 2026-06-22 | n/a |
Govern your backend control plane from your AI agent - signed, human-approval-gated. no licence · released 2026-06-19 | n/a |
Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP. no licence · released 2026-08-27 | n/a |
Azure FinOps cost optimization for Claude Code: idle resources, rightsizing, reserved savings. no licence · released 2026-07-16 | n/a |
Looks up labor violations recorded by the Ministry of Labor for a person or company from the CPF or no licence · released 2026-08-15 | n/a |
History of traffic fines recorded by Brazil's Federal Highway Police by RENAVAM, including canceled, no licence · released 2026-08-15 | n/a |
Search thousands of free transparent PNG clipart images. Free for commercial use, no attribution. no licence · released 2026-09-02 | n/a |
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging no licence · released 2026-03-18 | n/a |
MCP server for the Inistate platform: module discovery, entry management, and activity submission. no licence · released 2026-06-25 | n/a |
Open-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution. no licence · released 2026-06-24 | n/a |
Deploy and manage applications, databases, domains, and git repos no licence · released 2026-03-05 | n/a |
Deprecated - moved to ink.ml/ink no licence · released 2026-03-05 | n/a |
Turn sales-call transcripts into traced proposals, contracts, and NDAs. no licence · released 2026-08-09 | n/a |
Send documents for signature: upload, place fields, draft, and send once a human agrees. no licence · released 2026-08-26 | n/a |
Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links no licence · released 2026-08-14 | n/a |
Make any website discoverable by AI agents via MCP, llms.txt, and structured data. no licence · released 2026-02-18 | n/a |
Register agents, submit locally signed reflections, and read public Innerloop entries. no licence · released 2026-09-03 | n/a |
Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issues. no licence · released 2026-07-13 | n/a |
Resolve coordinates against delivery and coverage polygons (geofences). no licence · released 2026-08-31 | n/a |
AI survey platform: create and publish surveys, collect responses, generate AI analysis reports. no licence · released 2026-07-16 | n/a |
Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage. no licence · released 2026-03-09 | n/a |
MCP server for InsForge BaaS — database, storage, edge functions, and deployments no licence · released 2026-03-12 | n/a |
INSEE MCP — France's SIRENE business registry (INSEE). no licence · released 2026-06-19 | n/a |
Telegram ad exchange: estimate reach and cost with no account, then create and run campaigns. no licence · released 2026-08-18 | n/a |
Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state. no licence · released 2026-06-10 | n/a |
Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements. no licence · released 2026-05-05 | n/a |
Lab telemetry market: 25 x402 USDC-paid tools — leaderboard, KOL signals, outcomes, more. no licence · released 2026-08-13 | n/a |
SEC Form 4 insider trades, daily trading plans, 8-K catalysts and market data for AI assistants. no licence · released 2026-07-02 | n/a |
Review coding-agent plans on demand with peer models, attributed findings, and a structured verdict. no licence · released 2026-08-01 | n/a |
INSPIRE-HEP high-energy physics literature database no licence · released 2026-05-14 | n/a |
Deploy and manage web apps on InstaPods: create pods, push files, run commands, read logs. no licence · released 2026-08-11 | n/a |
Live data grids for AI agents. Push structured data; humans review, agents read back via MCP. no licence · released 2026-05-12 | n/a |
Instagram for AI agents: publish, read comments and DMs, insights, and engage from your account. no licence · released 2026-08-23 | n/a |
Instagram profiles for AI agents — followers, similar accounts, keyword and location search. no licence · released 2026-07-29 | n/a |
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