MCP servers on PyPI

@premanand8800 / Developer Tools

Session memory for AI coding agents: records decisions and dead ends, flags what went stale.

@TheRealDataBoss / AI Models & Agents

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

@cygnussystems / Files & System

SSH-based MCP control of remote Linux, macOS, and Windows servers -- 46 purpose-built tools.

@musharna / Science & Research

Find & fetch research datasets across 17 archives, omics registries, and literature sources.

@ahmedak / AI Models & Agents

Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.

@alibaizhanov / Other & General

Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads

@Alberto-Codes / Other & General

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

@bitterdev / Other & General

MCP server for the Dropscan postal mail scanning API: read scanned letters, act on mailings.

@henrysouchien / Finance & Crypto

MCP stdio server for source-backed SEC EDGAR financial data from the hosted EdgarParser API.

@futuresearch / Maps, Travel & Weather

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

@AIops-tools / Security & Identity

Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.

@cmendezs / Security & Identity

MCP server for French e-invoicing (XP Z12-013). Manages invoices, validation and compliance.

@mcpwright / Other & General

FRED economic time series + ALFRED vintages: data as originally published, before revisions.

@Rajveerx11 / Other & General

Finds open source issues where beginners actually succeed, ranked by a 0-100 beginner score.

@ghost-in-the-droid / AI Models & Agents

Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.

@pzalutski-pixel / Maps, Travel & Weather

Godot's own view of your GDScript project: navigation, diagnostics, engine API, scene checks

@Ankit512 / AI Models & Agents

Governed support MCP: answers only KB-grounded questions with citations, escalates the rest.

@moongioh / Developer Tools

Turn-level governance observability for Claude Code transcripts. Local-first, no LLM inside.

@dfieser / Images, Video & Audio

High-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.

@sebastienrousseau / Communication & Email

Unified ISO 20022 MCP gateway routing across the pain, pacs, camt and acmt message families.

@jgravelle / Other & General

Transparent MCP proxy. Turns fat tool responses into queryable handles: 88-99% fewer tokens.

@wgd5678 / Developer Tools

Audit Python and npm dependency licenses before you ship, judged against how you distribute.

@dowant / Developer Tools

LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

@NasserAlbusaidi / Other & General

Fueling & recovery decision engine combining MacroFactor nutrition with Garmin training data

@gabrielmahia / Other & General

MCP server for environment and climate coordination in East Africa (mazingira = environment)

@alex-deus / Files & System

Dharmamitra OCR for Tibetan / Sanskrit / Devanagari images; writes extracted text to a file.

@vish288 / Developer Tools

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

@kts982 / AI Models & Agents

SAP GUI for Windows automation for AI agents - 59 structured tools via SAP GUI Scripting API

@Artem362 / Databases & Storage

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

@Ikalus1988 / Developer Tools

Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.

@mansurjisan / Other & General

NOAA National Data Buoy Center observations: waves, SST, wind, pressure from 1,300+ stations

@Ranshiv / Science & Research

Physics assistant: checked equations, live simulations, claims verified against arXiv papers

@AIops-tools / Other & General

Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.

@inviti8 / AI Models & Agents

Disposable Algorand wallet for AI agents. Pay x402 resources in USDC, no human provisioning.

com.blackswancausallabs / Other & General

Resolve FDA application numbers and product names to regulatory metadata (CDER, CBER, CDRH).

@cameronrye / Other & General

Offline MCP access to ZIM knowledge archives — Wikipedia, Wiktionary, Stack Exchange, Kiwix.

@AmrMohamed17 / Developer Tools

MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, claim status.

@bzsanti / Files & System

MCP server for PDF generation, parsing, splitting, merging, and manipulation via oxidize-pdf

@mittalpk / Databases & Storage

Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables

@pjpoulose / Docs & Knowledge Bases

PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.

@ayush-s-tomar / Other & General

MCP server exposing Ayush Tomar's AI portfolio -- ask what he built or his flagship project.

@Advanced-Binary-Operations / Other & General

Evidence-backed decision briefs with citations — recommendation, confidence, risks, sources.

@rex / Cloud & DevOps

Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows.

@jztan / Other & General

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

@JarvisOnM4 / AI Models & Agents

MCP server for AI agents to report infrastructure needs they encounter during task execution

@Varpost / AI Models & Agents

Deterministic, zero-token security scanner your AI agent calls to find and re-verify issues.

@sammyboi81 / AI Models & Agents

Give your AI agents rules, memory, and receipts. Governed multi-agent orchestration for MCP.

@Ivanolegvak / Science & Research

Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers cross-check.