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Search MCP servers and agent skills by name, description, category or topic — 332 results.

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 4d ago Score 65
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

paramount-engineering/roku-dev-studio

All-in-one developer tool and MCP Server for Roku development, featuring ECP device control, automated channel sideloading, BrightScript debugging, and real-time log monitoring.

26 TypeScript Updated 2d ago 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

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

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 today 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 15d ago Score 64
MCP Server Maintained

avivsinai/langfuse-mcp

Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

102 Python Updated 1mo ago Score 63
MCP Server Maintained

hloiseaufcms/mcp-gopls

A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.

96 Go Updated 1mo ago Score 63
MCP Server Maintained

kunwar-shah/claudex

Persistent memory + FTS5 full-text search for Claude Code conversation history. Indexes `~/.claude/projects/` JSONL into SQLite, exposes 10 MCP tools (store/recall/search memories, list sessions, get summaries) plus prompts. Includes a web UI for visual exploration with themes and exports. Works with Claude Code, Cursor, Codex, Windsurf, and any MCP-compatible client. `npm install -g @kunwarshah/c

92 JavaScript Updated 1mo ago Score 63
MCP Server Active

korovin-aa97/talkthrough-mcp

Turn narrated screen recordings (or any local video/audio) into agent-ready data: local Whisper transcript, scene keyframes, OCR, full-text search, and wall-clock anchoring that maps spoken remarks to real timestamps for log correlation. No cloud, no LLM inside. `uvx talkthrough-mcp`.

20 Python Updated yesterday Score 63
MCP Server Active

gzoonet/cortex

Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds a queryable knowledge graph with web dashboard and CLI. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex.

18 TypeScript Updated 8d ago Score 63
MCP Server Active

willianpinho/large-file-mcp

Production-ready MCP server for intelligent handling of large files with smart chunking, navigation, streaming capabilities, regex search, and built-in LRU caching.

18 TypeScript Updated 11d ago Score 63
MCP Server Official Active

getnahook/nahook-mcp

"The official MCP server for the Nahook webhook platform — trigger webhooks, inspect deliveries, retry failures, and manage endpoints from your AI assistant."

1 Go Updated 4d ago Score 63
MCP Server Official Active

rendobar/mcp

Submit media-processing jobs to the Rendobar API and upload local files in one tool call. Transcode, run raw FFmpeg, burn captions, and add watermarks over REST. Free tier.

1 TypeScript Updated yesterday Score 63
MCP Server Maintained

DomDemetz/claude-soul

Self-improving learning engine for Claude Code. Extracts signals from every session (corrections, successes, confusion), runs periodic reflections, and evolves behavioral frameworks through evidence tiers (hypothesis → observed → validated). Frameworks that keep working get promoted, bad ones get retired. 9 MCP tools, automatic hooks, phase-adaptive learning. Single dependency, local-only. `npx cl

86 TypeScript Updated 2mo ago Score 62
MCP Server Active

conorbronsdon/substack-mcp

MCP server for Substack — read posts, manage drafts, publish Notes, get comments, and upload images. Safe by design: cannot publish or delete posts.

16 TypeScript Updated yesterday Score 62
MCP Server Active

graphpilot-oss/graphpilot

Structural memory for coding agents. Indexes TypeScript/JavaScript repos and exposes callers, callees, blast-radius impact, and symbol locations over MCP — with file:line@sha evidence anchors and branch-aware differential impact — so agents answer "who calls X?" / "what breaks if I change X?" without re-reading files. Local-only, zero telemetry, Apache-2.0. `npx @graphpilot-oss/graphpilot mcp`

15 TypeScript Updated yesterday Score 62
MCP Server Active

remembra-ai/remembra

Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. 100% on LoCoMo benchmark. Self-hosted.

15 HTML Updated 16d ago Score 62
MCP Server Active

agenticempire/axint

Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests.

14 TypeScript Updated 5d ago Score 62
MCP Server Active

hjqcan/GoodMemory

Local-first, auditable memory layer for Codex, Claude Code, and MCP clients. Stores scoped user/project memory in SQLite or Postgres, exposes read-only recall, trace, stats, and artifact tools by default, and supports opt-in governed writeback with review, forget, and audit controls. Published as `io.github.hjqcan/goodmemory` in the official MCP Registry.

14 TypeScript Updated yesterday Score 62
MCP Server Maintained

efforthye/fast-filesystem-mcp

Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.

59 TypeScript Updated 2mo ago Score 61
MCP Server Active

robhunter/agentdeals

1,500+ developer infrastructure deals, free tiers, and startup programs across 54 categories. Search deals, compare vendors, plan stacks, and track pricing changes. REST API and web browser at [agentdeals.dev](https://agentdeals.dev).

13 TypeScript Updated today Score 61
MCP Server Active

Mingye-Lu/AgenticCrawler

Autonomous LLM-powered web crawler with 17 browser tools and goal-driven agent. Single binary, stealth browsing, 25 LLM providers.

11 Rust Updated yesterday Score 61
MCP Server Active

costajohnt/oss-autopilot

Open source contribution manager with PR tracking across repos, issue discovery, CI failure diagnosis, and maintainer response drafting. Available as CLI, MCP server, and Claude Code plugin.

11 TypeScript Updated today Score 61
MCP Server Active

PsYcGoD/sage

Local-first CLI and MCP wrapper for AI coding agents. Routes shell commands through `sage run --`, stores command history locally, and returns compressed terminal output to reduce context noise.

10 Python Updated today Score 60
MCP Server Active

JSungMin/vs-token-safer

Routes an AI coding agent's code search through an official language-server index (clangd / Roslyn / tsserver / pyright) instead of grep, returning a token-capped `file:line` list with no source bodies — ~20× fewer tokens. Also symbol-level edit-by-name, a Bash-grep→indexed-query rewrite hook, and git/p4 output compaction. Local-only, no IDE. Claude Code plugin + `vts` CLI.

10 JavaScript Updated 3d ago Score 60
MCP Server Active

fixed-width/glass

Gives a coding agent a build → see → interact → debug loop over the native GUI app it is writing: launch the app, screenshot it, read its accessibility tree, inject mouse/keyboard/gestures, tail its logs, and diff frames to confirm a change landed. Drives apps as an external black box with no app integration, so any toolkit or language works. 30 tools with text-first responses (element ids, diffs,

10 Rust Updated today Score 60
MCP Server Active

mlorentedev/hive

On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token savings), full-text and ranked search, health checks, auto git commit, and worker delegation to cheaper models. 10 tools, works with any MCP client.

9 Python Updated 4d ago Score 60
MCP Server Active

gavelcode/gavel

Code-quality gate for Bazel monorepos: runs lint, coverage and architecture checks off the build graph and returns a pass/fail verdict an agent can request before finishing a change.

8 Go Updated 5d ago Score 60
MCP Server Official Active

oddunits/pntr-cli

The official MCP server for PNTR free dev subdomains — register a `*.pntr.dev` subdomain, manage its DNS records, receive email on a disposable inbox, and capture inbound HTTP requests for webhook debugging. Free tier, no key needed to start. Local stdio via `npx @pntr/cli` or hosted endpoint (`https://api.pntr.dev/mcp`, OAuth).

0 TypeScript Updated 2d ago Score 60
MCP Server Official Active

cleanor-app/cleanor-mcp

Zero-auth hosted server with 22 read-only tools: optimize/convert images (WebP/AVIF/JPEG), paste-ready SVG QR codes, cited [Cleanor Labs](https://cleanor.app) data on device storage capacity and next-gen image-format savings (AVIF/WebP/JPEG XL vs JPEG, HEIC conversion tax), plus 18 deterministic dev utilities LLMs get wrong (hash, HMAC, UUID, base64, JWT decode, JSON, regex, cron, unit & base conv

0 TypeScript Updated 18d ago Score 60
MCP Server Maintained

pzalutski-pixel/javalens-mcp

56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, refactoring, find references, call hierarchy, and code metrics for AI agents.

36 Java Updated 1mo ago Score 59
MCP Server Active

Markgatcha/universal-mcp-toolkit

A universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation.universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt

7 TypeScript Updated 3d ago Score 59
MCP Server Active

AceDataCloud/MCPNanoBanana

NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes.

7 Python Updated yesterday Score 59
MCP Server Active

catfish-1234/sessionmem

Local-first memory layer for AI coding assistants. Watches your coding sessions and injects a compact summary at the start of each new session. No cloud, no account, just a SQLite file on your machine. Works with Claude Code, Cursor, Cline, Windsurf, and any other MCP host.

7 TypeScript Updated 11d ago Score 59
MCP Server Active

grooverLab/fable

MCP server over your Claude Code transcript history — full-text + semantic search, byte-identical thread recall, durable /remember facts. Local SQLite, stdlib-only.

7 Python Updated 3d ago Score 59
MCP Server Active

HBarefoot/engram

Local-first persistent memory for AI agents. SQLite + local embeddings (all-MiniLM-L6-v2), hybrid semantic + FTS5 recall, secret detection, and contradiction handling. 6 MCP tools (remember, recall, forget, feedback, context, status) over stdio. Zero cloud, no API keys, fully offline. Works with Claude Desktop/Code, Cursor, and Windsurf. `npm install -g @hbarefoot/engram`

7 JavaScript Updated 26d ago Score 59
MCP Server Active

taniwhaai/arai

Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates (`never`, `forbids`, `must_not`) emit `permissionDecision: deny` to block tool calls in Claude Code; advisory rules inject context. PostToolUse is correlated with PreToolUse to pr

7 Rust Updated 5d ago Score 59
MCP Server Active

conorbronsdon/gws-mcp-server

Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calendar, Docs, and Gmail via the gws CLI.

7 TypeScript Updated yesterday Score 59
MCP Server Stale

Govcraft/rust-docs-mcp-server

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.

289 Rust Updated 8mo ago Score 58
MCP Server Active

soren-achebe/backscroll

Answers "what did that command print?" from your real terminal history: a per-command PTY session recorder (OSC 133) stores every command's full output, exit code, cwd, and duration in local SQLite/FTS5, and the MCP server searches, retrieves, and diffs those outputs — secret redaction on by default before anything reaches the model.

5 Go Updated 2d ago Score 58
MCP Server Active

paladini/devutils-mcp-server

36 zero-auth developer utilities: MD5/SHA/bcrypt hashing, Base64/hex/URL encoding, UUID/password/passphrase generation, JWT decoding, JSON/YAML/XML formatting, timestamp conversion, CIDR calculator, and text tools.

5 TypeScript Updated 9d ago Score 58
MCP Server Active

Wolfe-Jam/faf-mcp

Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring.

5 TypeScript Updated today Score 58
MCP Server Stale

VSCode Devtools

Connect to VSCode ide and use semantic tools like `find_usages`

223 TypeScript Updated 4mo ago Score 57
MCP Server Maintained

nicholasglazer/gnosis-mcp

Zero-config MCP server for searchable documentation. Loads markdown into SQLite (default) or PostgreSQL with FTS5/tsvector keyword search and optional pgvector hybrid semantic search.

26 Python Updated 2mo ago Score 57
MCP Server Maintained

Quantum3-Labs/ARBuilder

AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus smart contracts, SDK bridging, full-stack dApps, and Orbit chain deployment, backed by RAG-based retrieval over Arbitrum documentation.

24 TypeScript Updated 2mo ago Score 57
MCP Server Maintained

knewstimek/agent-tool

Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities. Preserves file encoding (UTF-8, EUC-KR, Shift_JIS, etc.) and respects .editorconfig settings.

23 Go Updated 1mo ago Score 57
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