MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29753
Scored
2112
Verified
16952
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53401
pietrodileo
MCP server that enables AI assistants to interact with InterSystems IRIS databa…
53402
zly1203
Peek Claim
Enables AI agents to take screenshots of local web pages and capture user-selec…
N/A N/A
53403
samitugal
Connects Claude to your Strava account so you can query your activities, stats,…
53404
bjorndavidhansen
Enables Claude Desktop to access and manage Google Ads data, including campaign…
53405
ahmadsoliman
Enables listing and triggering n8n workflows, and calling webhooks via the Mode…
53406
MCP-Mirror
Enables access to WeatherXM PRO weather station data, including real-time obser…
81
53407 N/A N/A 95
53408
fastmcp-me
Enables querying and analysis of stock and cryptocurrency data, including marke…
53409 N/A N/A 95
53410
Exploratory-Projects
MCP server that enables AI agents to instantly understand, generate pattern-awa…
N/A N/A
53411
dbtkd1801
chat Claim
N/A N/A 95
53412
fastmcp-me
CortexGraph Claim
A Model Context Protocol (MCP) server providing human-like memory dynamics for …
N/A N/A
53413
GSA-TTS
Enables LLMs to query and analyze government website analytics from analytics.u…
53414
xiayumu034-crypto
Enables AI-powered 1688 wholesale sourcing with intelligent product search, pri…
N/A N/A
53415
xhuw
An MCP server for spawning and managing bash commands asynchronously. Run multi…
N/A N/A
53416
astafford8488
AgentAegis Claim
Pay-per-call cybersecurity for AI agents: vuln scans, threat intel, compliance,…
53417
SPIRY-RO
slush-meme-mcp Claim 1
AI-native meme coin launchpad on Avalanche. Deploy tokens, simulate trades, que…
N/A N/A 75
53418
sgasser
Enables AI assistants to draft content such as PR descriptions, tickets, or mes…
N/A N/A
53419
grobinson3108
A single MCP server that fronts multiple REST APIs, each configured via environ…
53420
kripala
A standardized Model Context Protocol server for interacting with PostgreSQL da…
53421
connor
penni-mcp Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
N/A N/A 95
53422
Edison-Watch
open-edison Claim
Deterministic agentic data firewall that secures, monitors, and controls AI age…
53423
jleechanorg
mcp_mail Claim
A mail-like coordination layer for coding agents, providing identities, inbox/o…
53424
manish-coder-1007
A Model Context Protocol (MCP) server for Tableau Server. Enables AI assistants…
53425
mparth14
Enables AI assistants to understand and analyze Spring Boot codebases through s…
N/A N/A
53426
ftaricano
Combines Gmail and Google Calendar operations with multi-account OAuth, attachm…
N/A N/A
53427
Zuga-luga
zugabot Claim
Paid dev services for AI agents: code review, bug-fix, tests, docs, audits. USD…
53428
ankit-verma-209171
An MCP server that gives AI agents direct access to developer.android.com — sea…
53429
oddbit
Enables AI assistants to create and manage short URLs via the MCP protocol, wit…
N/A N/A
53430
Delpha-Assistant
Enables AI-driven data quality operations such as validation, enrichment, and d…
53431
lordbasilaiassistant-sudo
MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or …
53432
waymarks
Waymark Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
N/A N/A
53433
carlyou
A community-maintained MCP server for interacting with PagerDuty accounts, enab…
53434
gamzesirin
Fetches, summarizes, and analyzes Turkish news from multiple RSS sources using …
53435
Options-Analysis-Suite
Options analytics: 17 pricing models, 17 Greeks, GEX, IV, 23 screeners, unusual…
53436
wyre-technology
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
53437
masaki39
zotero-mcp Claim
Integrates with Zotero's local API to search, retrieve, read PDFs, and add item…
N/A N/A
53438
hirurg-lybitel
MCP Nexus Claim
Enables universal access to MCP tools and capabilities from external clients, c…
53439
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
N/A N/A 95
53440
ZaUtre
A Model Context Protocol server for interacting with Salesforce Commerce Cloud …
53441
rlhf-loop
thumbgate Claim
81
53442
keithagroves
Enables creating high-performance MCP servers using Bun and Elysia, exposing re…
53443
mochammad123
Enables Cursor (MCP client) to interact with an active Figma document through a…
N/A N/A
53444
oguzc
Guides users through creating professional Playwright test suites with a step-b…
N/A N/A
53445
xDarkzx
ReaperMCP Claim
Connects AI assistants to REAPER for music production, enabling full control ov…
N/A N/A
53446
magnus919
mcp-shlink Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
53447
matthewagi
An MCP server that provides 20 tools to control the Unity Editor with natural l…
N/A N/A
53448
fyipedia
fyipedia-mcp Claim
Unified MCP server providing AI assistants with 53 tools from 10 developer tool…
53449
omergocmen
Enables programmatic video generation via the json2video API, supporting scene …
53450
bergside
TypeUI Claim
Design systems, UI prompts, and layout variations for AI coding tools.
Showing 53401–53450 of 53551 servers