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Search MCP servers and agent skills by name, description, category or topic — 1,548 results.

MCP Server Active

SecurityRonin/docx-mcp

Read and edit Word (.docx) documents with track changes, comments, footnotes, and structural validation. The only MCP server combining w:ins/w:del tracked changes, threaded comments, and footnotes with OOXML-level paraId validation and document auditing. 18 tools, Python 3.10+.

39 Python Updated 6d ago Score 66
MCP Server Active

arian-gogani/nobulex

Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (permit/forbid/require), enforce at runtime before execution, get SHA-256 hash-chained tamper-evident audit logs, and verify compliance independently. Cross-agent verification handshake — no proof, no transaction. MIT licensed, 4,244 tests.

38 TypeScript Updated 7d ago Score 66
MCP Server Active

sarveshsea/memi

Design-system memory for coding agents with 46 MCP tools for UI audits, Tailwind token extraction, shadcn registry workflows, Figma context, design docs, and interface-quality diagnostics.

37 TypeScript Updated today Score 66
MCP Server Active

paulhkang94/markview

Native macOS markdown preview app with MCP server. Open and render Markdown files in MarkView directly from AI assistants via `npx mcp-server-markview`.

36 HTML Updated 3d ago Score 66
MCP Server Active

AceDataCloud/MCPSuno

Suno AI music generation, lyrics, covers, and vocal extraction via Ace Data Cloud API.

36 Python Updated 3d ago Score 66
MCP Server Active

Synvoya/codeinspectus

Local-first, zero-egress security scanner for AI-generated / "vibe-coded" JS/TS. Bundles Opengrep, Gitleaks & Trivy behind one CWE-keyed schema and adds AI-code-specific checks (client-side secret exposure, Supabase RLS, prompt-injection & LLM-output XSS sinks). No account, no telemetry.

36 TypeScript Updated 3d ago Score 66
MCP Server Official Active

ilia-sokolov/OfficeAgent.NET

Let agents edit real Microsoft Word (.docx) documents - tracked changes, tables, styles, comments, content controls, and document properties - with edits validated and previewed before saving. Built on the Open XML SDK; reads and writes documents in place through filesystem or SharePoint storage without automating Word. Runs over stdio or streamable HTTP.

12 C# Updated today Score 66
MCP Server Stale

isaacphi/mcp-language-server

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.

1.6k Go Updated 5mo ago Score 65
Agent Skill Maintained

hqhq1025/skill-optimizer

Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent

150 Python Updated 2mo ago Score 65
Agent Skill Maintained

csthink/dashmotion

Animated technical diagrams from plain English or Mermaid, self-contained HTML/SVG

148 HTML Updated 1mo ago Score 65
Agent Skill Active

apollographql/graphql-schema

Reference guide for designing clean, evolvable GraphQL schemas

101 Shell Updated 3d ago Score 65
MCP Server Active

hechtcarmel/jetbrains-debugger-mcp-plugin

A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.

92 Kotlin Updated yesterday Score 65
MCP Server Active

abrinsmead/mindpilot-mcp

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

90 TypeScript Updated 28d ago Score 65
MCP Server Active

religa/multi-mcp

Parallel multi-model code review, security analysis, and AI debate with ChatGPT, Claude, and Gemini. Orchestrates multiple LLMs for compare, consensus, and OWASP Top 10 security checks.

33 Python Updated 6d ago Score 65
MCP Server Active

TT-Wang/cortex-plugin

Persistent, self-evolving memory plugin for Claude Code. Background miner extracts durable lessons (decisions, conventions, bug fixes) from completed sessions via Claude Haiku, stores them as human-readable markdown in an Obsidian vault, and assembles query-tailored context briefings at session start. Local-first, no cloud, no API keys. Self-healing install via uv bootstrap shim, `/cortex-doctor`

33 Python Updated 1mo ago Score 65
Agent Skill Active

dembrandt/dembrandt-skills

UX and design system skills: hierarchy, typography, accessibility, interactions

33 JavaScript Updated today Score 65
MCP Server Active

xmpuspus/cloudwright

Natural-language cloud architecture intelligence for AWS, GCP, Azure, and Databricks. 19 tools for architecture design, cost estimation, compliance validation (HIPAA, SOC 2, FedRAMP, GDPR, PCI-DSS, Well-Architected), security scanning, Terraform/CloudFormation export, and blast-radius analysis.

32 Python Updated yesterday Score 65
MCP Server Active

tosin2013/mcp-adr-analysis-server

AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.

32 TypeScript Updated 6d ago Score 65
MCP Server Active

BetaBots-LLC/callimachus

Local index and hybrid search (SQLite FTS5 + on-device vector KNN) over your AI coding-agent conversation history across 11 tools (Claude Code, Codex, Cursor, and more). Exposes `search_threads`, `search_current_project`, `recent_threads`, and `get_thread` so any agent can recall its own past work.

32 Rust Updated 19d ago Score 65
MCP Server Active

UPinar/contrastapi

Security intelligence API with 31 MCP tools for CVE/EPSS/KEV lookup, domain recon (DNS/WHOIS/SSL/subdomains/CT logs), IOC/threat intel, OSINT (email/phone/username), and code security scanning (secrets, injection). Free 100 req/hr.

32 Python Updated 5d ago Score 65
Agent Skill Active

more-io/apple-bridges

Native macOS app access — manage Apple Reminders, Calendar, Contacts, Notes, Mail, and tmux sessions via Swift CLI bridges

32 Swift Updated 1mo ago Score 65
MCP Server Active

kage-core/Kage

Verified, git-native memory for coding agents. Memory is plain JSON packets committed in your repo, each checked against the code it cites — hallucinated citations rejected at write, stale or changed memory withheld at recall, plus diff-time stale-catch. Local-only (BM25 + vectors), no account, no API key. `npx -y @kage-core/kage-graph-mcp install`

31 TypeScript Updated 4d ago Score 65
MCP Server Active

pzalutski-pixel/sharplens-mcp

58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find usages, and code intelligence for AI agents.

30 C# Updated 27d ago Score 65
MCP Server Active

arvindand/maven-tools-mcp

Universal Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill). Features bulk operations, version comparison, stability filtering, dependency age analysis, release patterns, and Context7 integration for upgrade guidance.

29 Java Updated 19d ago Score 65
MCP Server Active

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.

29 Python Updated today Score 65
MCP Server Active

anzy-renlab-ai/pronounce

Community pronunciation dictionary for developer project / product / jargon names (kubectl, nginx, GIF, JSON, Pydantic, Knative, LaTeX — 1,848 entries). Each entry carries IPA, a General-American respelling, alternate readings where the pronunciation is contested, a source citation (creator interview / project FAQ / Wikipedia § Pronunciation), and a confidence level. Tools: `pronounce(word)`, `sea

29 Shell Updated 5d ago Score 65
MCP Server Active

msaad00/agent-bom

AI supply chain security scanner with 18 MCP tools. Auto-discovers 20 MCP clients, scans dependencies for CVEs (OSV/NVD/EPSS/CISA KEV), maps blast radius from vulnerabilities to exposed credentials and tools, runs CIS benchmarks, generates CycloneDX/SPDX SBOMs, and enforces compliance across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.

28 Python Updated today Score 65
MCP Server Official Active

testdino-hq/testdino-mcp

Connects your TestDino testrun/testcase data to AI agents so you can review runs, debug failures, and manage manual test cases using natural language.

8 TypeScript Updated 13d ago Score 65
MCP Server Active

radareorg/r2mcp

MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.

275 C Updated 15d ago Score 64
MCP Server Active

storybookjs/addon-mcp

Help agents automatically write and test stories for your UI components.

265 TypeScript Updated yesterday Score 64
MCP Server Maintained

BurtTheCoder/mcp-virustotal

MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.

139 TypeScript Updated 2mo ago Score 64
MCP Server Maintained

BV-Venky/excalidraw-architect-mcp

Generate beautiful Excalidraw architecture diagrams with auto-layout, architecture-aware component styling, and stateful editing. 50+ technology mappings including databases, message queues, caches, and more. No API keys required.

138 Python Updated 1mo ago Score 64
MCP Server Active

CircleCI/mcp-server-circleci

Enable AI Agents to fix build failures from CircleCI.

86 TypeScript Updated 3d ago Score 64
MCP Server Active

automateyournetwork/pyATS_MCP

Cisco pyATS server enabling structured, model-driven interaction with network devices.

78 Python Updated 22d ago Score 64
MCP Server Active

Pantani/tdmcp

Stop wiring nodes by hand — describe a visual and the AI builds a real, playable TouchDesigner network: audio-reactive, generative, particle, 3D and feedback systems with live knobs and MIDI/OSC/DMX, checking and previewing its own work.

27 TypeScript Updated yesterday Score 64
MCP Server Active

markmhendrickson/neotoma

Deterministic state layer for AI agents. Stores versioned entities (contacts, tasks, transactions, decisions) with immutable observations, full provenance, and schema-first extraction. Local-first SQLite, cross-client memory across Claude, Cursor, ChatGPT, and OpenClaw. [Website](https://neotoma.io)

27 HTML Updated yesterday Score 64
MCP Server Active

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 Obsidian Bases, PDFs + Tesseract OCR. 46 tools, 19 MCP prompts, MIT, SLSA L2

27 TypeScript Updated today Score 64
MCP Server Active

jonradoff/lightcms

AI-native CMS with 72 MCP tools for managing websites through natural language. Create and publish content, manage templates, assets, snippets, themes, collections, redirects, and multi-site forks — with full content versioning and semantic search.

26 Go Updated 25d ago Score 64
MCP Server Official Active

reflagcom/mcp

Flag features directly from chat in your IDE with [Reflag](https://reflag.com).

25 TypeScript Updated yesterday Score 64
MCP Server Active

IgorGanapolsky/ThumbGate

MCP server that blocks AI coding agents from repeating mistakes — turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks. Install: `npx thumbgate`.

24 JavaScript Updated today Score 64
MCP Server Active

Shweta-Mishra-ai/tokenmizer

Graph-structured session memory for LLMs. Local OpenAI-compatible proxy that extracts tasks, decisions, and files into a typed knowledge graph, auto-checkpoints before context overflow, and resumes any session in ~250 tokens. 6 MCP tools including `why_decision` (traces why a decision changed, with reasons and evidence). `pip install tokenmizer`

24 Python Updated 4d ago Score 64
MCP Server Active

IgorGanapolsky/mcp-memory-gateway

Pre-action gates that prevent AI coding agents from repeating known mistakes. Captures explicit feedback, auto-promotes failures into prevention rules, and enforces them via hooks.

24 JavaScript Updated today Score 64
MCP Server Active

x51xxx/codex-mcp-tool

MCP server that connects your IDE or AI assistant to Codex CLI for code analysis and editing with support for multiple models (gpt-5-codex, o3, codex-1)

23 TypeScript Updated 3d ago Score 64
MCP Server Active

kerbelp/metatron

Self-hosted codebase priors and conventions server. Captures codebase design patterns, conventions, and implementation decisions from git history and developer feedback, serving them to coding agents to ensure local project standards are followed.

23 Python Updated 4d ago Score 64
MCP Server Active

raccioly/docguard

Deterministic documentation-drift detection for AI agents. Validates a project's canonical docs against its actual code — no LLM guessing; every finding has a stable code and a suggested fix. Five read-only tools over stdio: guard, score, explain, verify-claims, diagnose. `npx -y docguard-cli mcp`

22 JavaScript Updated yesterday Score 64
MCP Server Active

VonderVuflya/Yggdrasil

Durable, local-first memory for AI coding agents over MCP. Zero-dependency (pure Python + SQLite/FTS5), curated and semantically de-duped — you own the data as plain rows. Works with Claude Code, Codex & any MCP host. `uvx --from yggdrasil-memory ygg mcp`

22 Python Updated 16d ago Score 64
MCP Server Stale

crystaldba/postgres-mcp

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

3.1k Python Updated 6mo ago Score 63
MCP Server Stale

rohitg00/kubectl-mcp-server

A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.

940 Python Updated 3mo ago Score 63
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