Browse 4,370 MCP Server Configurations

e/diffctx MCP server](https://glama.ai/mcp/servers/@nikolay-e/diffctx/badges/score.svg)](https://glama.ai/mcp/servers/@nikolay-e/diffctx) 🐍 🏠 🍎 🪟 🐧 - Selects the minimum code context needed to understand a git diff, using deterministic graph-based fragment selection under a token budget.

ontologies MCP server](https://glama.ai/mcp/servers/fabio-rovai/open-ontologies/badges/score.svg)](https://glama.ai/mcp/servers/fabio-rovai/open-ontologies) 🦀 🏠 - Ontology engineering for OWL, RDF and SPARQL: validate, query, diff, lint, version and govern knowledge graphs on an Oxigraph triple store.

Inspect, debug and drive running WPF apps without source changes: visual tree, dependency properties, bindings, DataContext, screenshots, clicks and text input.

Query local information about dependencies in a Ruby project's Gemfile.

mail-bridge-client MCP server](https://glama.ai/mcp/servers/googlarz/proton-mail-bridge-client/badges/score.svg)](https://glama.ai/mcp/servers/googlarz/proton-mail-bridge-client) 📇 🏠 - Local-first Proton Mail MCP server and CLI via Proton Mail Bridge: search, read, draft, send, triage threads, answer calendar invitations, reply reminders, multiple accounts, and a local SQLite index. Safety presets from read-only to full, with send confirmation and an outbound-to-self mode.

SVG art engine controlled through JSON config: CSS keyframe and SMIL animations, parametric curves, filters, gradients and PNG preview.

Query and analyze Prometheus, the open-source monitoring system.

mcp MCP server](https://glama.ai/mcp/servers/nh4ttruong/secobserve-mcp/badges/score.svg)](https://glama.ai/mcp/servers/nh4ttruong/secobserve-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - SecObserve vulnerability and license management: triage observations, manage products and rules, import scan reports and SBOMs, run scans and generate VEX.

agent-memory MCP server](https://glama.ai/mcp/servers/vbcherepanov/total-agent-memory/badges/score.svg)](https://glama.ai/mcp/servers/vbcherepanov/total-agent-memory) 🐍 🏠 🍎 🪟 🐧 - Local memory for coding agents: temporal knowledge graph with fact invalidation, procedural and episodic memory, AST codebase ingest and cross-project analogy.

Design review of rendered UI for coding agents: submit a preview URL, get findings with element references and recheck after fixing. Read-only.

dev/mcp-retroarch MCP server](https://glama.ai/mcp/servers/dmang-dev/mcp-retroarch/badges/score.svg)](https://glama.ai/mcp/servers/dmang-dev/mcp-retroarch) 📇 🏠 🍎 🪟 🐧 - Control libretro cores via RetroArch's Network Control Interface: memory read/write, save states, screenshots, pause, frame advance and on-screen messages.

mcp MCP server](https://glama.ai/mcp/servers/@98lukehall/renoun-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@98lukehall/renoun-mcp) 🐍 ☁️ - Structural observability for AI conversations: detects loops, stuck states, breakthroughs and convergence without analyzing content.

Extract content from web pages, PDFs, Word documents, YouTube transcripts, audio and video with automatic engine selection and structured JSON output.

data-mcp MCP server](https://glama.ai/mcp/servers/leadbrain/korean-data-mcp/badges/score.svg)](https://glama.ai/mcp/servers/leadbrain/korean-data-mcp) 🐍 ☁️ - Real-time Korean web data via Apify: Naver place reviews and news, Melon music chart, Daangn and Bunjang listings and Musinsa fashion rankings.

mcp MCP server](https://glama.ai/mcp/servers/lihtness/gnomon-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lihtness/gnomon-mcp) 🐍 🏠 🍎 🪟 🐧 - Deterministic date, math and unit tools: time snapshots, calendar math with natural-language parsing, expression evaluation and Pint-based unit conversion.

architect MCP server](https://glama.ai/mcp/servers/kannajune/mcp-architect/badges/score.svg)](https://glama.ai/mcp/servers/kannajune/mcp-architect) 🐍 🏠 - Local codebase architecture analysis: tech-stack overview, internal dependency graph with cycle detection, risk hotspots and module summaries.

dev/solnk-mcp MCP server](https://glama.ai/mcp/servers/solnk-dev/solnk-mcp/badges/score.svg)](https://glama.ai/mcp/servers/solnk-dev/solnk-mcp) 🎖️ 📇 ☁️ - Publish and schedule content via Solnk to X, Instagram, TikTok, YouTube, LinkedIn and more, with drafts, media upload and post analytics.

tools/Proxy-AIops MCP server](https://glama.ai/mcp/servers/AIops-tools/Proxy-AIops/badges/score.svg)](https://glama.ai/mcp/servers/AIops-tools/Proxy-AIops) 🐍 🏠 - Governed reverse-proxy operations (Traefik + Caddy + HAProxy) — backend-health, certificate-expiry, 5xx, and route-conflict RCA (28 tools) with unbypassable audit logging (MCP + CLI), budget/runaway guards, and undo/rollback.

browser-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/atlassian-browser-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/atlassian-browser-mcp) 🐍 ☁️ - Wraps mcp-atlassian with Playwright SSO login to reach Atlassian Server/Data Center behind corporate SSO (Okta, SAML, ADFS) where API tokens are unavailable.

mcp MCP server](https://glama.ai/mcp/servers/jcoulaud/shipmail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jcoulaud/shipmail-mcp) 📇 ☁️ - Shipmail business email: manage custom-domain mailboxes, read and send messages, draft replies, inspect threads and automate REST API and webhook workflows.

Semantic C#/.NET analysis via Roslyn: navigation, refactoring, find usages and code intelligence.

prompts-mcp MCP server](https://glama.ai/mcp/servers/minipuft/claude-prompts-mcp/badges/score.svg)](https://glama.ai/mcp/servers/minipuft/claude-prompts-mcp) 📇 🏠 🍎 🪟 🐧 - Reusable prompt templates with multi-step chains, quality gates and reasoning frameworks, exportable as native skills for coding agents.

mcp MCP server](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp) 🐍 ☁️ - Mailchimp Marketing API: manage campaigns, audiences, reports, automations, landing pages, e-commerce data and batch operations.

mcp MCP server](https://glama.ai/mcp/servers/InstantStudioAI/instantclips-mcp/badges/score.svg)](https://glama.ai/mcp/servers/InstantStudioAI/instantclips-mcp) 📇 ☁️ - Turn e-commerce products into short vertical video ads for TikTok, Instagram Reels and Stories with InstantClips, and manage brands and products.