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Browse 1,770 Model Context Protocol servers · Python · MIT LicenseClear

SpotifyscraperOfficial
io.github.AliAkhtari78/spotifyscraper

Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.

Search & WebMedia & Design
LAMA271Pythonv3.9.2pypi
AllocContextOfficial
io.github.AllocContext/alloc-context

Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.

Finance & CryptoDevelopment & Coding
LAMA0Pythonv0.3.0pypi
Semantic FrameOfficial
io.github.Anarkitty1/semantic-frame

Token-efficient semantic compression for numerical data. 95%+ token reduction.

AI & Machine Learning
LAMD1Pythonv0.2.1pypi
Archiet AuditOfficial
io.github.Anioko/archiet-audit

Submit architecture docs, get a consulting-grade traceability audit at a shareable URL

Development & CodingCloud & DevOps
LAMA0Pythonv0.1.2pypi
Archiet XrayOfficial
io.github.Anioko/archiet-xray

Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams

Development & CodingCloud & DevOps
LAMA0Pythonv0.2.3pypi
UK Break Clause AnalyzerOfficial
io.github.Ankur-stockheads/rubo-mcp

Assess UK lease tenant break clauses with grounded citations and a measured hallucination rate.

Finance & Crypto
LAMA0Pythonv0.1.1pypi
Pyspark MCPOfficial
io.github.AnnasMazhar/pyspark-mcp

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

Development & CodingData & Databases
LAMA0Pythonv0.0.4pypi
Australian Economic Data (ABS, RBA & APRA)Official
io.github.AnthonyPuggs/ausecon-mcp-server

Australian economic data from the ABS, RBA, and APRA: CPI, GDP, cash rate, labour, and more.

Data & DatabasesFinance & Crypto
LAMA3Pythonv1.13.0pypiremote
Visibly AI — SEO MCP ServerOfficial
io.github.AntonioBlago/visibly-ai

Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.

Search & WebCommerce & Marketing
LAMA0Python6 toolsv0.1.0remote
EPANET MCP ServerOfficial
io.github.Applied-Artificial-Intelligence-Eurecat/epanet-mcp-server

MCP server for EPANET water-distribution network simulation and scenario analysis.

Data & DatabasesCloud & DevOps
LAMB3Pythonv0.1.2pypi
BrowsegrabOfficial
io.github.ArkNill/browsegrab

Token-efficient browser agent for local LLMs. Playwright + accessibility tree + MarkGrab.

Browser & Automation
LAMB0Pythonv0.1.1pypi
DiffgrabOfficial
io.github.ArkNill/diffgrab

Web page change tracking with structured diffs. markgrab + snapgrab integration.

Browser & AutomationData & Databases
LAMB0Pythonv0.1.0pypi
EmbgrepOfficial
io.github.ArkNill/embgrep

Local semantic search — embedding-powered grep for files, zero external services.

Development & CodingSearch & Web
LAMB0Pythonv0.1.0pypi
FeedKitOfficial
io.github.ArkNill/feedkit

RSS/Atom feed collection with 417 curated feeds. Python MCP server.

Search & Web
LAMB0Pythonv0.1.0pypi
MarkGrabOfficial
io.github.ArkNill/markgrab

Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube, PDF, DOCX.

Search & WebBrowser & Automation
LAMB0Pythonv0.1.2pypi
SnapgrabOfficial
io.github.ArkNill/snapgrab

URL to screenshot with metadata. Python MCP server. Claude Vision optimized.

Browser & AutomationMedia & Design
LAMB0Pythonv0.1.0pypi
Fake Star AuditOfficial
io.github.Armada735/fake-star-audit

Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

SecurityDevelopment & Coding
LAMB0Pythonv0.1.1pypi
Statistics Canada MCP ServerOfficial
io.github.Aryan-Jhaveri/mcp-statcan

Access Statistics Canada data via the Web Data Services API

Data & DatabasesSearch & Web
LAMB6Pythonv0.7.15pypi
Whoop MCPOfficial
io.github.AshwanthramKL/whoop-mcp

Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/Parquet exports.

Data & DatabasesProductivity & Docs
LAMB0Pythonv0.8.5pypi
Upnote Lens MCPOfficial
io.github.AwesomeHye/upnote-lens-mcp

Read, search, and summarize your UpNote notes — and create new ones.

Productivity & Docs
LAMB1Pythonv0.1.2pypi
AynOpsOfficial
io.github.AynOps/AynOps

AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabilities to AI Clients

SecurityDevelopment & Coding
LAMA13Pythonv1.1.2pypi
MCP Cloudflare DNSOfficial
io.github.Ayo-Fam/mcp-cloudflare-dns

Cloudflare DNS MCP server: manage zones, records, cache purge, and page rules.

Cloud & DevOps
LAMA0Pythonv0.1.1pypi
MCP Google AdsOfficial
io.github.Ayo-Fam/mcp-google-ads

Multi-account Google Ads MCP: campaigns, keywords, search terms, and ad performance.

Commerce & Marketing
LAMA0Pythonv0.1.0pypi
MCP Search ConsoleOfficial
io.github.Ayo-Fam/mcp-search-console

Multi-account Google Search Console MCP: analytics, URL inspection, sitemaps across named accounts.

Search & WebCommerce & Marketing
LAMA0Pythonv0.1.3pypi