Model Context Protocol servers that extend AI capabilities
Harshal Panpaliya
Model Context Protocol server for YNAB (You Need A Budget) — read and manage your budget from any MCP client.
Agora (autonomous research organization)
mnemo - a zero-dependency memory layer and MCP server for AI agents: value-ranked recall, per-type decay, consolidation, and a first-class correction + erasure channel (revert, lineage-aware retraction, tamper-evident receipts).
...moreAI-agent self-rescue via MCP: diagnose tracebacks, apply exact fixes, and save/upload reusable prescriptions
PDA Kit Team
PDA Kit MCP Server - 让 AI 轻松使用 PDA Kit 设计系统
GPTaria
MCP server exposing the GPTaria REST API v1 (list/create projects, responses & cases) to AI assistants.
wei <[email protected]>
Governed AI-ops for OPNsense + pfSense firewalls: rules, NAT, aliases, VPN, DHCP, diagnostics, flagship RCA analyses, and governed writes (rule toggle, alias entries, apply/reconfigure/reboot) with a built-in governance harness (audit, budget, undo, risk tiers)
...morewei <[email protected]>
Governed AI-ops for self-hosted Prometheus + Grafana: PromQL, scrape-target & rule health, alerts/silences, dashboards, and flagship RCA/scrape-health/alert-noise analyses with a built-in governance harness (audit, budget, undo, risk tiers)
...more[](https://glama.ai/mcp/servers/alex-on-ai/WebReaper) #️⃣ 🏠 🍎 🪟 🐧 - AI-native web scraper MCP server. Single binary, returns clean markdown, MIT-licensed Firecrawl alternative.
...more[](https://glama.ai/mcp/servers/Perseus-Computing-LLC/perseus) 🐍 🏠 🍎 🪟 🐧 - Local-first live context engine and MCP server. Pre-resolves git, services, tests, and memory into a ready context briefing at session start (compile-before-context). MIT, PyPI: perseus-ctx.
...more[](https://glama.ai/mcp/servers/sebastienrousseau/rlg) 🦀 🏠 🍎 🪟 🐧 - **Log-stream tools for on-call / SRE agent workflows** — expose `rlg` (RustLogs) log files as MCP tools. Three tools: `tail_log` (last N events, filtered by level/target), `filter_log` (JSON-path-style predicates), `summarize_errors` (grouped error taxonomy). Speaks JSON-RPC 2.0 over stdio; near-lock-free structured lo
...more[](https://glama.ai/mcp/servers/nonameuserd/paybond-kit) 📇 🐍 ☁️ 🏠 🍎 🪟 🐧 - Tenant-bound MCP server for agent spend authorization, policy guardrails, evidence, escrow settlement, and portable receipts. Sandbox bootstrap, spend intents, and completion validation for Cursor and Claude Code. TypeScript: `npx -p @paybond/kit paybond login` then `npx -y -p @paybond/kit paybond-mcp-server`.
...more[](https://glama.ai/mcp/servers/dirtcubeinteractive/specter-skills) 📇 🏠 - Configure a Specter game backend — players, economy, progression, leaderboards, tournaments, battle passes, and real-time multiplayer — from your AI assistant. Browser sign-in; create/mutate tools opt-in.
...more[](https://glama.ai/mcp/servers/oomkapwn/enquire-mcp) 📇 🏠 🍎 🪟 🐧 - Long-term memory for AI agents (Claude Code/Desktop, Cursor, ChatGPT, Codex, OpenClaw) backed by a local Obsidian markdown vault. Hybrid retrieval (BM25 + ML embeddings + BGE reranker, RRF-fused), HNSW + int8 quantization, agentic RAG (HyDE + sub-question), GraphRAG-light (Louvain wikilink community detection), standalone Obs
...more[](https://glama.ai/mcp/servers/Lex-API/lexapi-mcp) 📇 ☁️ - EU legal research over EUR-Lex — 10 tools for structured search, CELEX/URL document fetch, recent Official Journal publications, inbound/outbound citation graph, and semantic search over case law + legislation. FREE tier available; semantic tools require a paid plan. Install: `npx -y @lexapi/mcp`.
...more[](https://glama.ai/mcp/servers/atomno-mcp/mcp-seo-audit) 🐍 ☁️ - Technical SEO audit powered by the detail.web engine. `audit_site(url)` returns a 0-100 health score, issues across 8 categories, and a GEO (Generative Engine Optimization) sub-score for visibility in AI search (ChatGPT, Perplexity, Google AI Overviews). Plus validators for robots.txt, sitemap.xml, JSON-LD, and meta tags.
...more[](https://glama.ai/mcp/servers/davidmosiah/short-video-agent-kit) 📇 🏠 ☁️ 🍎 🪟 🐧 - Provider-neutral short-form AI video MCP and CLI for agents, with dry-run payload validation and optional live generation through Sora, Veo, xAI and Seedance-style providers.
...more[](https://glama.ai/mcp/servers/nqzai/kakunin-mcp) 🎖️ 📇 ☁️ 🏠 - Compliance and identity for AI agents — verify an agent's certificate scope, read its behavioral risk score, and append to an immutable audit trail. X.509 identity issued via AWS KMS; MiCA / EU AI Act aligned. `npx -y @kakunin/mcp`
...moreMr.fang
视觉识别 MCP 服务器，支持 Claude (Anthropic)、智谱 (GLM-4V)、Ollama 三大视觉 API
Mario Kernich
Model Context Protocol (MCP) server for the Imgflip meme generator API — browse templates, caption memes, and generate AI memes from any MCP client.
...moremakeshuo
A MCP server for Android ViewBinding migration - migrate kotlinx.android.synthetic to ViewBinding
Arjun Jhawar
QE Craft MCP — guided qe_intel_* runs for copilot coaching; optional validate/save — no API key
Steuerboard
Model Context Protocol (MCP) Server for the **Steuerboard API**.
akhshyganesh
Visualize every Claude Code config visible from a directory and when it loads.
Ghanithan Subramani
MCP server exposing an open_in_archmd tool: open a Markdown file or URL in the ArchMD editor.