Intelligent MCP Server for Swagger/OpenAPI Discovery

MCP Json navigator for allowing Ai using json files > 10MB

Local-first code intelligence MCP server (SCIP navigation + Zoekt search)

Read-only, provenance-first repository navigation and progressive disclosure for agents — a locator with pre-registered evidence behind its defaults (BM25-primary per doi:10.5281/zenodo.21969901). CLI + MCP server.

An MCP server for intelligent discovery and search of Swagger/OpenAPI endpoints with fuzzy matching and natural language queries

An MCP server that gives LLMs full web-browser capabilities: navigation, interaction, JavaScript execution, vision/perception tools, network interception, and stealth features (fingerprint spoofing, humanized input) — including captcha detection and handling. Ships with Docker support and HTTP client examples.

Find scholarships you can actually win: eligibility checks, fit scores, missing papers and a dated plan. 35 scholarships + 56 Erasmus Mundus programs. Works with AI agents (MCP + skills).

An opinionated development framework for building production-ready AI agents with LangGraph. It grounds AI coding assistants (Cursor, Windsurf, Cline) and guides them to use local, official documentation, ensuring reliable, secure, and observable agentic workflows.

Code navigation MCP server. Fits your entire codebase into an LLM context.

A Model Context Protocol server for turning repositories into navigable MCP systems

MCP for semantic code search & navigation that reduces token waste

Efficient code navigation MCP server - reduce Claude Code token usage by 95%+

Google Maps MCP server with streamable HTTP transport support for location services, geocoding, and navigation

Local-first codebase discovery for AI agents, with precise navigation and verifiable evidence.

Roslyn-powered MCP server for C# diagnostics, code navigation, and refactoring

Code intelligence for AI assistants (MCP), CLI, and HTTP API - symbol navigation, impact analysis, architecture

Scrapigator for AI agents: remote MCP server, REST API, Claude Code plugin, skills and examples for exporting LinkedIn Sales Navigator leads

접근성 우선 대한민국 길찾기 (웹·iOS·CLI·MCP). 스크린 리더만으로 검색부터 실시간 도보 안내까지. Accessibility-first navigation for Korea

Local code search, import navigation, and bounded context for coding agents via CLI + Skill or MCP.

MCP server for fast code navigation using Universal Ctags and ripgrep — find symbol definitions and references across any codebase

MCP server for AI assistants to navigate, search, and edit large codebases, logs, and data files with semantic code analysis

Let any coding agent guide you through a codebase by navigating your Neovim. A local MCP server for guided code tours

Navlyn is a C#/.NET CLI for repository-local semantic code navigation and investigation, built for agents, automation, and developers.

Screen-reader navigation cost analyzer. Measures how hard it is for AT users to discover, reach, and operate web content.

A zero-dependency, local, interactive call-graph navigator for Python codebases. One script in, one self-contained HTML file out

MCP server that gives AI assistants access to LinkedIn Sales Navigator contact and account search.

Standalone code knowledge-graph MCP server + KG-only coding agents. Indexes TS/JS into SQLite; agents navigate and edit through graph tools alone.

Local code search and navigation for coding agents. Find files, symbols, and line ranges through a CLI or MCP server.

AI-native .NET code intelligence for faster, more accurate codebase navigation with lower token usage.

Save 60-80% tokens when AI reads code — MCP server for token-efficient code navigation with AST-aware structural reading

MCP server for codebase navigation — explains symbols, traces execution flows, and searches references via AST parsing and LLM. Supports PHP and TypeScript projects.

17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.

Fast Rust MCP server for AST-aware code navigation: tree-sitter symbol indexing and token-budget pruning for AI coding agents

Android checks for Room migrations, navigation, Hilt, Koin, Gradle modules and permissions, plus what each pull request touches. CLI, GitHub Action, Gradle plugin and MCP server.

AST-based code navigation for AI agents: static analysis and call graphs instead of vector search. Includes an MCP server (cdd-mcp).

Public distribution surface for jarvis — local-first code intelligence MCP server (SCIP navigation + Zoekt search). Installer, Claude Code / Codex / Cursor plugins, and prebuilt binaries.

An MCP server that gives AI agents the code navigation and refactorings of an IDE in ten languages, and states the evidence behind every answer

Local MCP server for read-only C# code navigation and .NET assembly inspection. Roslyn symbol search, call graphs, references, type hierarchies, and ILSpy decompilation for AI coding agents.

Roslyn code intelligence for AI coding agents, over MCP. Navigate C# by structure — symbols, references, call graphs, surgical edits — for 81% fewer tokens than reading files. Works with Claude, Cursor & Copilot.

Fast, fully-local code search & navigation for large codebases — cuts the tokens an AI coding agent spends finding code. Lexical + symbolic + semantic, memory-mapped, no GPU, no cloud.

Local MCP server for code search and navigation (search_code, find_symbol, find_refs, goto_def) for AI coding agents. Node shim for the native Astrolabe AI binary.

Roslyn for your coding agent — 88 MCP tools, 10–30× fewer tokens. Stops reading whole C# files: semantic navigation, compile-gated edits, safe renames, type-checked XAML. One dotnet tool install.

CodeMap is a Roslyn-powered MCP server that lets AI agents navigate C# codebases by symbol, call graph, and architectural fact — instead of brute-reading thousands of lines of source code. One tool call. Precise answer. No context flood.

Code intelligence MCP server for AI coding agents. AST-level codebase understanding — semantic search, symbol navigation, real reference graphs, and cross-language bridge detection across many languages. Local-first; works with any MCP client (Claude Code, Cursor, Copilot).

MCP server that maps Tenable Security Center findings to the MITRE ATT&CK framework, then lets you ask your LLM (Claude Code) to analyze exposure by specific tactic or technique in plain language — and optionally open the results as an interactive ATT&CK Navigator matrix in a local web viewer.

CIS is a Rust daemon that builds a versioned code graph over your repository and exposes it to AI agents through the Model Context Protocol. Agents can navigate symbols, search semantically, apply speculative edits with confirm/revert, and merge branches — with crash-safe persistence and background maintenance.

Verify, navigate and compute U.S. federal tax law. Checks citations and quotations against the Code, Treasury Regulations, IRS guidance and case law; navigates the consolidated return regs; computes I.R.C. § 382 limitations, § 382(g) owner shifts and § 381 carryover — every answer traced to authority. MCP server + CLI. Not tax advice.

Knowledge engine for AI agents: your documents become a git-versioned markdown knowledge graph the agent navigates over MCP. Curated summaries, typed edges, cited answers, SQL over your spreadsheets, no chunking. Same 12B local model: 0/11 on multi-hop questions as top-k RAG, 11/11 as a navigator. Python, Apache-2.0, self-hostable.

BigQuery MCP server optimized for quick navigation of larger projects and datasets.

AI-powered knowledge graph navigation for Obsidian vaults

Frigg gives AI agents local, source-backed code search and navigation without sending whole repositories through every prompt.

Apple Human Interface Guidelines compliance checker for SwiftUI. 22 rules covering typography, spacing, color, accessibility, and navigation. MIT licensed.

Magento 2 Language Server and MCP server — navigation, diagnostics, and AI tooling for XML config and PHP

Skill Compass - navigate the Agent Skill ecosystem. Find the right skills for your scenario.

An MCP server for Sphinx docs search and navigation with FastMCP

Let Claude drive a real browser with Playwright (navigate, click, fill forms, run page JavaScript, screenshots) and make HTTP API requests.

MCP to read, inspect and navigate codebase symbols by connecting to a Language Server

Dead simple MCP using Chromium and Playwright to allow AI to navigate the internet

Cerne MCP: Semantic search for local codebases, enabling LLMs to navigate code via natural language queries.

MCP and HTTP API to navigate and fetch through isolated puppeteer contexts locally