Browse agents
5764 agents, ranked by overall quality.
#2801
Chunkydotdev/bldbl-mcp
Buildable development platform: manage tasks, track progress, get project context and collaborate with humans on software projects.
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#2802
CircleCI/mcp-server-circleci
Fix CircleCI build failures.
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#2803
ckanthony/gin-mcp
Zero-configuration Go library that exposes existing Gin web framework APIs as MCP tools.
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#2804
ckreiling/mcp-server-docker
Manage Docker containers, images, volumes and networks.
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#2805
ClaudeCodeNavi/claudecodenavi-mcp
Search and share Claude Code snippets, prompts, Q&A solutions, error fixes and MCP server configurations from the ClaudeCodeNavi community.
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#2806
cocaxcode/api-testing-mcp
API testing: per-project environments with variable interpolation, saved collections, multi-step flows, assertions, load testing and OpenAPI mock generation.
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#2807
patchloom/patchloom
Structured file edits for agents: JSON, YAML and TOML by selector, Markdown and AST edits, dry runs and multi-file transactional batches.
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#2808
PatrickSys/codebase-context
Shows agents which patterns a codebase actually uses, which files a change will affect and when there is too little context to trust an edit. Runs locally.
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#2809
CodeLogicIncEngineering/codelogic-mcp-server
CodeLogic code dependency analytics, architectural risk analysis and impact assessment.
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#2810
Comet-ML/Opik-MCP
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
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#2811
conan-io/conan-mcp
Conan C/C++ package manager: create projects, manage dependencies, check licenses and scan for security vulnerabilities.
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#2812
ConfigCat/mcp-server
ConfigCat feature flag platform: manage feature flags, configs, environments, products and organizations.
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#2813
context-rot-detection
Monitors agent context health: token utilization, context quality degradation and session fatigue, with 0-100 health scores and recovery recommendations.
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#2814
Contentrain/ai
Local-first content governance: model and content CRUD, validation, normalization and i18n across any framework.
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#2815
cqfn/aibolit-mcp-server
Identifies refactoring hotspots to help agents improve code.
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#2816
rafsilva85/credit-optimizer-v5
Lowers Manus AI usage costs through model routing, smart testing and context hygiene.
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#2817
currents-dev/currents-mcp
Fix Playwright test failures reported to Currents.
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#2818
ofershap/cursor-usage
AI coding usage analytics: track spend, model usage and costs across Cursor and Claude Code sessions.
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#2819
Daghis/teamcity-mcp
JetBrains TeamCity: builds, tests, build agents and CI/CD pipeline management, with dev and full modes switchable at runtime.
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#2820
darktw/chatpipe-mcp
Publish HTML as live, shareable web pages with public, password-protected or email-restricted access.
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#2821
dannote/figma-use
Figma control: create shapes, text and components, and set styles, auto-layout, variables and exports.
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#2822
musepy/genable
Build and edit Figma designs: JSX-like tree creation, variables and tokens, components, cross-page navigation and screenshot-based visual verification.
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#2823
davidan90/time-node-mcp
Timezone-aware date and time operations: IANA timezones, timezone conversion and daylight saving time handling.
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#2824
davidlin2k/pox-mcp-server
Network control and management via the POX SDN controller.
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#2825
delano/postman-mcp-server
Interact with the Postman API.
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#2826
delimit-ai/delimit
API governance: detects breaking changes between OpenAPI/Swagger spec versions using configurable policy rules, with structured pass/fail verdicts.
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#2827
deploy-mcp/deploy-mcp
Deployment tracking and monitoring with live status badges.
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#2828
docker/hub-mcp
Interact with Docker Hub: repositories, search and Docker Hardened Images.
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#2829
dorukardahan/twitterapi-docs-mcp
Offline access to TwitterAPI.io documentation: endpoint references, guides and authentication docs.
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#2830
efremidze/swift-patterns-mcp
Curated Swift and SwiftUI patterns and real-world code examples from sources like Swift by Sundell and SwiftLee.
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#2831
endorhq/cli
Endor: run services like MariaDB, Postgres, Redis, Memcached, Alpine or Valkey as pre-configured apps in isolated sandboxes.
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#2832
endiagram/mcp
Deterministic structural analysis of systems described in EN syntax: topology, bottlenecks, blast radius, tracing, diffs and centrality.
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#2833
engineerdeep/buildtree-mcp
Share Android and iOS builds with testers: detects Expo, React Native or Flutter, runs the build, uploads the .apk or .ipa to buildtree, and returns install links, a QR code image and tester feedback.
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#2834
ericbrown/project-context-mcp
Exposes .context/ folder files as MCP resources so Claude Code can reference project documentation via @ mentions.
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#2835
etsd-tech/mcp-pointer
Visual DOM element selector for coding agents: a Chrome extension and server bridge to capture page elements with Option+Click.
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#2836
extentos/mcp-server
Build smart-glasses apps: scaffold, validate and simulate Meta smart glasses integrations (camera capture, voice, audio) in Android and iOS apps.
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#2837
eyaltoledano/claude-task-master
Task management for AI-driven development: PRD parsing, task expansion, multi-provider support and selective tool loading to save context.
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#2838
eyaushev/swagger-testcase-mcp
Generate API test cases from Swagger/OpenAPI specs (auth, validation, boundary, security and more) and export them to Gherkin, Postman, k6, pytest or TestRail.
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#2839
fantasieleven-code/callout
Multi-perspective architecture review from viewpoints like CTO, security, product and DevOps, plus AI collaboration coaching and idea scoring.
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#2840
flipt-io/mcp-server-flipt
Interact with feature flags in Flipt.
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#2841
flytohub/flyto-core
Deterministic agent execution engine (browser, file, Docker, data, crypto, scheduling modules) with execution traces, evidence snapshots and step replay.
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#2842
ForeverTools/kiprio-mcp
Utility APIs: email validation, DNS lookup, WHOIS, SSL certificate inspection, IBAN validation, business day calculation, hashing and GPU prices.
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#2843
freema/mcp-design-system-extractor
Extract component information from Storybook design systems: HTML, styles, props, dependencies, theme tokens and metadata.
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#2844
gavelcode/gavel
Code-quality gate for Bazel monorepos: runs lint, coverage and architecture checks from the build graph and returns a pass/fail verdict.
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#2845
GeiserX/lynxprompt-mcp
LynxPrompt prompt management: create, search and organize AI prompts and AGENTS.md/CLAUDE.md configuration files.
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#2846
getdomovoi/osnova
Deterministic code map for AI coding agents: a tree-sitter symbol and call graph with exact file:line callers and callees, the evidence behind each edge, diff impact and test discovery across 20 languages.
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#2847
gitkraken/gk-cli
GitKraken CLI with an MCP server wrapping GitKraken APIs as well as Jira, GitHub, GitLab and more.
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#2848
GLips/Figma-Context-MCP
Gives coding agents direct access to Figma data to implement designs in one shot.
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#2849
gofireflyio/firefly-mcp
Discover, manage and codify cloud resources with Firefly.
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#2850
gorosun/unified-diff-mcp
Generate and visualize unified diffs as HTML or PNG, with side-by-side and line-by-line views for filesystem dry runs.
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#2851
ajitpratap0/GoSQLX
SQL validation, formatting, parsing, linting, security scanning and metadata extraction across multiple SQL dialects.
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#2852
gridhra/port-keeper-mcp
Leases development port blocks to each clone or git worktree, writes .env files and resolves service names to URLs so parallel agents get their own ports.
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#2853
gridproof/gridproof
Renders a frontend with Playwright and audits spacing, gaps and element sizes against a design scale, returning fix hints. Tailwind-first.
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#2854
Govcraft/rust-docs-mcp-server
Up-to-date documentation for a specific Rust crate via semantic search and LLM summarization.
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#2855
h-kazuki-pixel/layout-doctor-mcp
Renders HTML in a headless browser and detects layout defects (text overlap, element overflow, leftover placeholders) without baseline images.
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#2856
HainanZhao/mcp-gitlab-jira
GitLab and Jira: manage projects, merge requests, files, releases and tickets.
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#2857
HakashiKatake/docorbit
Version-aware docs for coding agents: finds llms.txt, OpenAPI and skill specs, resolves dependency versions, detects pitfalls and verifies code.
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#2858
hechtcarmel/jetbrains-debugger-mcp-plugin
JetBrains IDE plugin giving coding agents programmatic control of the debugger.
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#2859
hechtcarmel/jetbrains-index-mcp-plugin
JetBrains IDE plugin exposing indexing and refactoring features: rename, safe delete, find references, call and type hierarchy, diagnostics and more.
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#2860
higress-group/higress-ops-mcp-server
Manage Higress gateway configuration and operations.
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#2861
hijaz/postmancer
Maintain and use API collections, replacing REST clients like Postman or Insomnia.
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#2862
Muhammed-AbdelGhany/rest_api_mcp
Authenticated calls to any REST API: auto-login, token caching, 2FA/OTP support, Swagger spec fetching and fuzzy endpoint search.
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#2863
hloiseaufcms/mcp-gopls
Go code analysis via gopls, the Go language server.
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#2864
hoklims/stacksfinder-mcp
Deterministic tech stack recommendations scored on six dimensions: analyze and compare technologies and get stack suggestions for any project type.
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#2865
homespunapps/homespun
Deploy and operate multi-user web apps: magic-link sign-in, a shared realtime database, per-role permissions, email notifications and file uploads.
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#2866
hungthai1401/bruno-mcp
Interact with the Bruno API client.
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#2867
hyperb1iss/droidmind
Android device control, debugging, system analysis and UI automation, with a security framework.
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#2868
icohangar-ops/codesentinel
Detect dead code, circular dependencies, coupling and architectural drift.
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#2869
idosal/git-mcp
Generic remote server that provides documentation for any GitHub repository or project.
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#2870
igorolv/sonar-mcp-server
Read-only access to self-hosted SonarQube Community Build: issues, security hotspots, rules and code snippets so an agent can fix findings locally.
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#2871
IgorGanapolsky/ThumbGate
Turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks, stopping coding agents from repeating mistakes.
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#2872
iksnerd/adb-mcp
Drive Android emulators and devices over adb: screenshots, UI inspection, tap/swipe/type, app lifecycle, logcat, screen recording and Gradle builds and tests.
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#2873
imatza-rh/mcp-zuul
Zuul CI: build failure analysis, log search, pipeline status and job configuration.
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#2874
InditexTech/mcp-server-simulator-ios-idb
Interact with iOS simulators (iPhone, iPad and more) through natural language commands.
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#2875
Ivy-Innovation/cubelife
Persistent pixel-art characters that reflect an agent's state in real time: report work state, mark tasks complete, signal errors and check status.
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#2876
InhiblabCore/mcp-image-compression
Local compression of various image formats.
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#2877
Adityaaery20/media-mcp
Local image and video processing: resize, convert, compress, crop, thumbnails, metadata extraction, rotate, flip, filters and ffmpeg-based video operations.
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#2878
InsForge/insforge-mcp
Backend-as-a-service for agents building full-stack apps: auth, PostgreSQL database, storage and functions.
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#2879
io.github.hoainho/podium-mcp
Mobile E2E testing on macOS: iOS Simulator control, native UI automation, Maestro flows, React Native debugging and WebView DOM inspection.
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#2880
ios-simulator-mcp
Interact with iOS simulators: get simulator information, control UI interactions and inspect UI elements.
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#2881
blackwell-systems/agent-lsp
Stateful layer over real language servers: persistent sessions keep indexes warm, and speculative execution simulates edits in memory before writing to disk.
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#2882
IvanAmador/vercel-ai-docs-mcp
AI-powered search and querying of the Vercel AI SDK documentation.
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#2883
izzzzzi/codewiki-mcp
Search repos, fetch AI-generated wiki docs and ask questions about any open-source repository via codewiki.google.
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#2884
j4c0bs/mcp-server-sql-analyzer
SQL analysis, linting and dialect conversion using SQLGlot.
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#2885
jaggernaut007/Nexus-MCP
Local hybrid code search (vector, BM25 and code graph) with structural code graph analysis and persistent semantic memory.
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#2886
jaimenbell/mcp-factory
Manifest-driven MCP server scaffolder: generate MCP servers from YAML manifests, with batch registration and a live routing hub.
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#2887
Jambozx/onlinecybertools-mcp-server
Developer and security utilities via the onlinecybertools.com API: encoding, hashing, JWT decoding, regex testing, formatters, network diagnostics and OSINT.
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#2888
JamesANZ/system-prompts-mcp-server
Exposes a catalog of coding assistant system prompts as tools, with model-aware suggestions and persona activation to emulate agents like Cursor or Devin.
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#2889
James-Chahwan/repo-graph
Structural codebase graph: scans entities, relationships and feature flows across languages so LLMs navigate by structure instead of grepping.
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#2890
janaraj/tnl
TNL (Typed Natural Language): per-feature English contracts that coding agents can look up, propose edits to and verify implementations against.
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#2891
janreges/ai-distiller-mcp
Extracts essential code structure from large codebases into an AI-digestible format so agents write code that correctly uses existing APIs.
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#2892
jasonjmcghee/claude-debugs-for-you
VS Code extension and MCP server for language-agnostic automatic debugging via breakpoints and expression evaluation.
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#2893
jawdat6/fixgraph-mcp
Search and contribute to a community-verified knowledge base of engineering issues and fixes, with trust scores and fix verification.
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#2894
jetbrains/mcpProxy
Work with JetBrains IDEs such as IntelliJ, PyCharm, WebStorm and Android Studio.
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#2895
jiezeng2004-design/PatchWarden
Local-first safety and verification layer for coding agents: workspace confinement, command allowlists, scope-violation detection and auditable task evidence.
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#2896
Jktfe/serveMyAPI
Securely store and access API keys across projects using the macOS Keychain.
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#2897
jmshinhwa/readystack-mcp
Regulation and deadline linters for EU CRA, DORA, NIS2, the EU AI Act, PCI DSS, WCAG, e-invoicing and more, reporting file, line and fix for each finding.
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#2898
jonradoff/lightcms
CMS managed via natural language: publish content and manage templates, assets, themes, redirects and multi-site forks, with versioning and semantic search.
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#2899
jordandalton/restcsv-mcp-server
Access CSV files via RestCSV.
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#2900
joshuarileydev/simulator-mcp-server
Control iOS Simulators.
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