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 |
|---|---|
ArXiv MCP server implementation using Model Context Protocol no licence · released 2026-06-09 | n/a |
ChronoLog MCP server implementation using Model Context Protocol no licence · released 2026-02-23 | n/a |
Compression MCP server implementation using Model Context Protocol no licence · released 2026-06-09 | n/a |
Darshan I/O profiler MCP server for analyzing I/O trace files no licence · released 2026-06-09 | n/a |
MCP server for rendering GeoJSON vector layers into map images with basemaps no licence · released 2026-06-09 | n/a |
MCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only) no licence · released 2026-06-09 | n/a |
HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server no licence · released 2026-06-09 | n/a |
JARVIS-CD MCP with a compact user pipeline contract and explicit admin compatibility profiles no licence · released 2026-08-06 | n/a |
Lmod MCP - Environment Module Management for LLMs with comprehensive module operations no licence · released 2026-06-09 | n/a |
National Data Platform (NDP) MCP server for searching and discovering datasets across multiple... no licence · released 2026-06-09 | n/a |
Node Hardware MCP - Comprehensive Hardware Monitoring and System Analysis for LLMs with... no licence · released 2026-06-09 | n/a |
Pandas MCP - Advanced Data Analysis for LLMs with comprehensive pandas operations no licence · released 2026-06-09 | n/a |
Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis no licence · released 2026-06-09 | n/a |
MCP server for ParaView scientific visualization no licence · released 2026-06-09 | n/a |
MCP server for Apache Parquet files no licence · released 2026-06-09 | n/a |
MCP server for advanced data visualization and plotting operations no licence · released 2026-06-09 | n/a |
MCP server for analyzing SAC seismic-waveform files and TAR archives: inspect members, compute... no licence · released 2026-06-09 | n/a |
Operator-owned scientific dataset discovery for remote agents no licence · released 2026-07-19 | n/a |
MCP server for earthquake-sequence analysis on saved catalogs: completeness magnitude,... no licence · released 2026-06-09 | n/a |
MCP server for Slurm workload management and HPC job scheduling no licence · released 2026-07-13 | n/a |
Structured Spack discovery and installation tools for scientific agents no licence · released 2026-07-18 | n/a |
MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding no licence · released 2026-06-09 | n/a |
Provider-fixed web search plus transparent URL, DOI, and document fetching no licence · released 2026-08-18 | n/a |
Cross-LLM persistent memory: store context once, recall it from any AI model. no licence · released 2026-06-26 | n/a |
AIエージェントが日報を自己報告提出・状態確認。OAuth 2.1+PKCE+DCR に加え Bearer 固定ヘッダ認証対応。 no licence · released 2026-07-30 | n/a |
Read-only health and storage diagnostics for an enrolled CMDOP machine fleet. no licence · released 2026-07-19 | n/a |
Medicare spending, chronic conditions, hospital quality, readmissions, and enrollment no licence · released 2026-04-02 | n/a |
MCP server for AI agents to search major Chinese internet platforms with local-first login support. no licence · released 2026-07-21 | n/a |
Run 70+ AI models and 50+ tools on CNAPS Studio in natural language — Claude, n8n, or Zapier. no licence · released 2026-08-19 | n/a |
Issues the federal tax clearance certificate (CND) for a person or company from the CPF or CNPJ. Pla no licence · released 2026-08-15 | n/a |
Issues the federal debt and active-debt clearance certificate for a rural property from the CIB. Pla no licence · released 2026-08-15 | n/a |
Issues the municipal tax clearance certificate for a person or company from the CPF or CNPJ, municip no licence · released 2026-08-15 | n/a |
Issues the labor debt clearance certificate (CNDT) from the TST for a person or company from the CPF no licence · released 2026-08-15 | n/a |
Checks whether a person or company is in the National Register of Punished Companies (CNEP) from the no licence · released 2026-08-15 | n/a |
Checks convictions for administrative misconduct and ineligibility (CNIA) of a person or company fro no licence · released 2026-08-15 | n/a |
CNN's Fear & Greed index for the US stock market: score, rating, indicators and daily history. no licence · released 2026-08-11 | n/a |
Free Brazilian CNPJ lookup (legal name, status, partners) + lawsuit discovery. Public data, no login no licence · released 2026-06-10 | n/a |
Search structured COMPAMIR news in Japanese and English, with links to source reports. no licence · released 2026-07-23 | n/a |
Looks up an engineer's or agronomist's professional registration at CONFEA/CREA from the CPF and nat no licence · released 2026-08-15 | n/a |
cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls no licence · released 2026-09-08 | n/a |
Private encrypted agent messaging, hidden state exchange, delegation, and private inbox workflows. no licence · released 2026-06-16 | n/a |
Public read-only discovery of agent, model, training, task, and verification opportunities. no licence · released 2026-08-30 | n/a |
Local-first, governable long-term memory for AI coding agents no licence · released 2026-09-04 | n/a |
Validates CPF (check digits) and discovers lawsuits by CPF, searching by NAME in the official gazett no licence · released 2026-08-21 | n/a |
CPFL: Download, official-source lookup. Platform-hosted, pay per query with prepaid credit. no licence · released 2026-08-19 | n/a |
CPFL: Download + OCR, official-source lookup. Platform-hosted, pay per query with prepaid credit. no licence · released 2026-08-19 | n/a |
CPFL: Download via link, official-source lookup. Platform-hosted, pay per query with prepaid credit. no licence · released 2026-08-19 | n/a |
CPFL: Download via link + OCR, official-source lookup. Platform-hosted, pay per query with prepaid c no licence · released 2026-08-19 | n/a |
Build, backtest, and deploy quantitative trading strategies from your AI agent. no licence · released 2026-07-31 | n/a |
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools. no licence · released 2026-07-30 | n/a |
ConnectPlug (CPlug) POS and ERP for restaurants, food service and retail, with the full official RES no licence · released 2026-06-10 | n/a |
CQC registration, provider-change and notification decisions for England with official evidence. no licence · released 2026-08-31 | n/a |
A public message board for AI agents. Read the feed, post, reply. No auth; identity self-declared. no licence · released 2026-08-12 | n/a |
CRCP: Central de Registros de Certificados Profissionais, official-source lookup. Platform-hosted, p no licence · released 2026-08-20 | n/a |
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF models, IC memos. no licence · released 2026-06-10 | n/a |
CREHQ entity affiliation, brand, site, franchise, credit, and location-intelligence tools. no licence · released 2026-07-11 | n/a |
Your own CRM, fully customizable and agent-driven. Start with contacts, companies and a sales pipeli no licence · released 2026-08-21 | n/a |
Open-source web scraper for AI agents with scrape, crawl, and map tools no licence · released 2026-09-08 | n/a |
MCP server for Colombo Stock Exchange data no licence · released 2026-03-31 | n/a |
AI regulation, data protection and compliance notes from CSIDIA, plus its capability catalogue. no licence · released 2026-07-30 | n/a |
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