MCP Server Quality Scores
Independent quality analysis of 64153 public MCP servers
Last updated 5 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62301 |
semblecodesearchgate-mcp
Claim
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
|
— | ||||||||
| 62302 |
gbif-mcp-server
Claim
Search GBIF species taxonomy, occurrence records, datasets, and publishers.
|
— | ||||||||
| 62303 |
Academic paper search, scientific literature, citation analysis, arXiv & semant…
|
— | ||||||||
| 62304 |
couchdrop-mcp
Claim
MCP server for Couchdrop that enables file listing, metadata inspection, downlo…
|
— | ||||||||
| 62305 |
Chronova MCP Server
Claim
MCP server that exposes Chronova developer productivity data to AI agents. Buil…
|
— | ||||||||
| 62306 |
supabase-godmode-v2
Claim
|
— | ||||||||
| 62307 |
archicad-mcp
Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
|
— | ||||||||
| 62308 |
foundrynet-scrape
Claim
x402-gated web extraction gateway. Tools: extract, extract_batch.
|
— | ||||||||
| 62309 |
debate-arena
Claim
Enables AI agents to engage in structured, turn-based debates with real-time me…
|
— | ||||||||
| 62310 |
Library Docs MCP Server
Claim
Searches and fetches real-time documentation for libraries like Langchain, Open…
|
— | ||||||||
| 62311 |
eu-ai-act-compliance-mcp
Claim
EU AI Act compliance for AI agents. 410 articles from EUR-Lex via FTS5 search. …
|
— | ||||||||
| 62312 |
jira-mock-mcp
Claim
Enables AI assistants to interact with a self-hosted Jira clone for testing, su…
|
— | ||||||||
| 62313 |
FileToPDF
Claim
Convert files, HTML, and Markdown to PDF via the FileToPDF API. Bring your own …
|
— | ||||||||
| 62314 |
you-mcp-server
Claim
Enables deep research and web search via You.com API from any MCP client, with …
|
— | ||||||||
| 62315 |
MCP server for the Pawn package index, enabling AI assistants to search and ins…
|
— | ||||||||
| 62316 |
Yahoo Finance MCP Server
Claim
A lightweight MCP server for accessing Yahoo Finance data, providing stock pric…
|
— | ||||||||
| 62317 |
erabi
Claim
Check paid x402 APIs before your agent spends: signed uptime/price attestations…
|
— | ||||||||
| 62318 |
saglitzdesign-mcp
Claim
Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, …
|
— | ||||||||
| 62319 |
browserbase
Claim
|
— | ||||||||
| 62320 |
crosspost-mcp
Claim
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
|
— | ||||||||
| 62321 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
|
— | ||||||||
| 62322 |
crypto-intel-mcp
Claim
Provides crypto market intelligence including price quotes, momentum analysis, …
|
— | ||||||||
| 62323 |
quick-html-share-mcp
Claim
Share AI-generated HTML from your coding agent. Unguessable URL + viewer analyt…
|
— | ||||||||
| 62324 |
UE5-MCP-Server
Claim
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
|
— | ||||||||
| 62325 |
AI seller verification and policy risk analysis for any online store.
|
— | ||||||||
| 62326 |
agentmonitorrelay-mcp
Claim
AI agent run monitoring with incident replay and SLA receipts.
|
— | ||||||||
| 62327 |
json2video MCP Server
Claim
Enables programmatic video generation via the json2video API, supporting scene …
|
— | ||||||||
| 62328 |
IFC Bonsai MCP
Claim
An MCP server that connects AI language models with the Bonsai Blender add-on t…
|
— | ||||||||
| 62329 |
Groupon MCP Server
Claim
Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
|
— | ||||||||
| 62330 |
Kommo CRM MCP Server
Claim
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
|
— | ||||||||
| 62331 |
ContainMind
Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
|
— | ||||||||
| 62332 |
GitHub Projects
Claim
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
|
— | ||||||||
| 62333 |
SlideMaster
Claim
Create AI presentation videos with slides, narration, TTS audio, and MP4 export…
|
— | ||||||||
| 62334 |
Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowin…
|
— | ||||||||
| 62335 |
SecureLLM MCP Server
Claim
Enables AI assistants to interact with NixOS development tools, manage builds, …
|
— | ||||||||
| 62336 |
git-helper-ai-mcp
Claim
git-helper-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 62337 |
@mudravaorg/mcp-server
Claim
MCP server for PixelFixer, a visual bug tracking and kanban board tool. Connect…
|
— | ||||||||
| 62338 |
mcp-test
Claim
|
— | ||||||||
| 62339 |
mcp-gsuite
Claim
Enables AI assistants to manage Gmail (list, search, send, label emails) and Go…
|
— | ||||||||
| 62340 |
Spectre
Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
|
— | ||||||||
| 62341 |
backgen
Claim
Generate Express.js backend projects with ORMs, auth, payments, and DevOps
|
— | ||||||||
| 62342 |
mcp-server-registration
Claim
An MCP server that provides [describe what your server does]
|
— | ||||||||
| 62343 |
blender-mcp
Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
|
— | ||||||||
| 62344 |
gmail-mcp
Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
|
— | ||||||||
| 62345 |
claude-mem-lite
Claim
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
|
— | ||||||||
| 62346 |
zeek-mcp
Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
|
— | ||||||||
| 62347 |
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
|
— | ||||||||
| 62348 |
PostcardAI MCP Server
Claim
Enables AI assistants to create, design, and send physical postcards directly t…
|
— | ||||||||
| 62349 |
drive-update-mcp
Claim
Enables updating existing Google Drive files in place via Claude, preserving fi…
|
— | ||||||||
| 62350 |
contextium-mcp-server
Claim
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
|
— | ||||||||