MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55301
itsKazgar
AI-powered Solana trading bot with MCP integration for trading and monitoring.
55302
steveafrost
Enables running an MCP server remotely on Cloudflare Workers with OAuth authent…
55303
Rocketech-Software-Development
Provides accurate meeting transcription with speaker diarization and multilingu…
55304
deploypilotorg
MCP Server Claim
A modular Model Control Protocol server that provides tools for GitHub reposito…
55305
trtmn
Connect your AI coding assistant to TestRail to manage test cases, runs, result…
55306
damieng
ZX84 Claim
An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading…
55307
goto-software
MCP server for Plane integration, enabling AI agents to interact with Plane API…
55308
s3b4hjr
MCP server for querying a multilingual philosophy corpus including glossary, th…
55309
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
55310
iflow-mcp
Enables automated searching and commenting on Xiaohongshu with AI-generated com…
N/A N/A
55311
tawAsh1
A local reimplementation of the AWS Bedrock AgentCore Gateway with a pluggable …
N/A N/A
55312
MobileVibe
telegram-mcp Claim
Enables LLMs to send notifications and receive responses via Telegram.
55313
LeoKuPo
xugu-mcp Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
55314
umachandra-30
MCP server for interacting with Google Calendar, enabling reading events from p…
55315
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
55316
andrej-reeg
Enables Claude to create, query, and modify BIM elements in Allplan via natural…
N/A N/A
55317
Bit-Aura
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
N/A N/A
55318
Filmystar
Provides a durable memory layer for coding agents like Claude Code and Codex by…
N/A N/A
55319
formegifts
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
55320
godwin3737
Enables searching and retrieving files from SharePoint and OneDrive within Micr…
55321
Benedict
Enables conversational live coding with Claude AI and TidalCycles, allowing use…
N/A N/A
55322
synchronicity-labs
Enables AI agents to create lipsync videos, manage assets, and check generation…
55323
Mavis2103
Provides context-aware skill selection for AI agents, reducing token usage by 8…
55324
edgarconejo
MCP server that connects Claude Desktop to Atiendo24 platform, enabling managem…
N/A N/A
55325
chirikuuka
Enables LLMs to search and retrieve Japanese real estate data through unified a…
N/A N/A
55326
abhishek305
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
55327
wukaka
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
N/A N/A
55328
pavellunev99
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
55329
exasol
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
N/A N/A
55330
grburgess
mindgap Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
N/A N/A
55331
tamil3yashni-ship-it
Enables AI agents to interact with Angel One brokerage for live market data, po…
55332
ScienceLiveHub
An MCP server that makes the OpenAIRE Graph more useful for replication by iden…
55333
preludeorg
Enables searching and retrieving documentation for the Rust windows crate API t…
N/A N/A
55334
sanhua1
A local MCP server that extracts text-layer content from PDF files, enabling AI…
N/A N/A
55335
jrejaud
op-mcp Claim
Enables interaction with 1Password vaults and items via the op CLI, supporting …
N/A N/A
55336
Runware
Enables lightning fast image and video generation using the Runware API, with t…
55337
arjunkmrm
A minimal Model Context Protocol server template built with Smithery SDK that d…
81
55338
ArchieMcM234
Enables Claude Code to transcribe audio and video files using the Speechmatics …
N/A N/A
55339
derrickjudge
nvd-mcp Claim
An MCP server that brings NIST National Vulnerability Database (NVD) intelligen…
55340
tsxcorp
Enables interaction with NocoBase CRM platforms via the FlowModels API for mana…
81
55341
adamoutler
Enables AI assistants to securely search and retrieve information from a user's…
N/A N/A
55342
teodorofodocrispin-cmyk
intelica-mcp Claim
Competitive intelligence API for autonomous AI agents. Analyzes any URL or comp…
55343
aws-samples
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
N/A N/A
55344
DigitalSQR
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
55345
Scrape-Technology
abrasio-mcp Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
55346
crismardev
A deployable MCP server on Cloudflare Workers that enables tool integration wit…
81
55347
Shanko-26
mdfmcp Claim
MCP server for analyzing ASAM MDF measurement data files, enabling AI assistant…
N/A N/A
55348
Ming-321
Establishes feedback-oriented development workflows with dual Web UI and Deskto…
55349
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
N/A N/A
55350
AaronRoeF
apple-mcp Claim
MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders,…
N/A N/A
Showing 55301–55350 of 57160 servers