MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53501
xDope7137
MCP server that enables LLMs to control Android devices via ADB, providing tool…
— ○ ⏳ — N/A N/A — — —
53502
BarnsL
Hermes Squad Claim
Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
— ○ ⏳ — N/A N/A — — —
53503
tedorigawa001
Enables natural language control of ServiceNow from AI clients like Claude and …
— ○ ⏳ — — — — — —
53504
alenthomas2468
MCP server that enables LLMs to interact with ServiceNow instances for managing…
— ○ ⏳ — — — — — —
53505
AgentIA1984-cmd
Provides tools to search and retrieve French public procurement data (tenders, …
— ○ ⏳ — — — — — —
53506
scitara-cto
A flexible, extensible framework for building MCP servers with API key authenti…
— ○ ⏳ — — — — — —
53507
louiscklaw
hko-mcp Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
— ○ ⏳ — N/A N/A — 95 —
53508
Josh-E-S
An MCP server that enables Claude and other LLM agents to manage and monitor Pe…
— ○ ⏳ — — — — — —
53509
swesmith-repos
mcp2mqtt Claim 1
An MCP server that bridges the physical world and AI models by enabling natural…
— ○ ⏳ — — — — 81 —
53510
zoherr
Provides structured MySQL database operations for Claude Desktop, converting na…
— ○ ⏳ — N/A N/A — — —
53511
dsebastien
Enables programmatic control of Obsidian vaults via REST API and MCP server for…
— ○ ⏳ — N/A N/A — — —
53512
Cris-0k
A streamlined foundation for building Model Context Protocol servers in Python,…
— ○ ⏳ — — — — 81 —
53513
forgemeshlabs
Search and call utility APIs for OCR, image, audio, web, math, conversion and g…
— ○ ⏳ — — — — — —
53514
Voltcast-com
voltcast Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
— ○ ⏳ — — — — — —
53515
stfc
Provides k-point generation tools for Quantum ESPRESSO, enabling estimation of …
— ○ ⏳ — N/A N/A — — —
53516
Purv123
A specialized monitoring solution that enables users to create and manage synth…
— ○ ⏳ — N/A N/A — 95 —
53517
WillHsiaoNYC
Enables AI assistants to query NYC capital project data (schedule, budget, life…
— ○ ⏳ — N/A N/A — — —
53518
jafamo
Enables LLMs to manage Taiga projects, sprints, user stories, tasks, issues, ep…
— ○ ⏳ — N/A N/A — — —
53519
5656565566
Enables reading and analyzing CodeFactor repository issue pages, providing norm…
— ○ ⏳ — — — — — —
53520
Vvkmnn
An MCP server for deterministic prompt optimization in Claude Code. Score promp…
— ○ ⏳ — — — — — —
53521
multi
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
53522 — ○ ⏳ — N/A N/A — 95 —
53523
FutureEnterprises
Hands a human's working browser session — tabs, scroll positions, video timesta…
— ○ ⏳ — — — — — —
53524
mimaworks
MCP server for AI governance — push compliance evidence to Mima from any agent,…
— ○ ⏳ — — — — — —
53525
fluffypony
Enables AI agents to intelligently navigate and understand codebases by providi…
— ○ ⏳ — — — — — —
53526
TaeheeLim
ai-debate Claim
Enables Claude Code to debate with Gemini on a given topic by managing conversa…
— ○ ⏳ — — — — — —
53527
josephpieczynski
A simple Model Context Protocol server that demonstrates basic functionality wi…
— ○ ⏳ — — — — 81 —
53528
xmindltd
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
— ○ ⏳ — — — — — —
53529
PaulieB14
PayQL Claim
PayQL is an MCP server that lets any AI agent query The Graph and pay per query…
— ○ ⏳ — — — — — —
53530
krejcif
Magector Claim
Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent i…
— ○ ⏳ — N/A N/A — — —
53531
obrien-matthew
mcp-pihole Claim 1
MCP server for Pi-hole v6 that enables management of blocklists, DNS blocking, …
— ○ ⏳ — — — — 81 —
53532
avotsai
avots-mcp Claim
Multi-model AI media generation (image, video, audio, face swap, talking avatar…
— ○ ⏳ — — — — — —
53533
mertadali
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
— ○ ⏳ — N/A N/A — — —
53534
MusaIslamFahad
SentinelMCP Claim
Automated red-teaming and reliability-auditing for AI agents, exposed as an MCP…
— ○ ⏳ — — — — — —
53535
flowvenue-it
Conversational business process runtime for AI agents with workflow orchestrati…
— ○ ⏳ — — — — — —
53536
thierryvm
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
— ○ ⏳ — — — — — —
53537
mehdisakalypr-cpu
Provides access to 9 AI executives offering board-ready business intelligence, …
— ○ ⏳ — — — — — —
53538
jinikeai
Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox rea…
— ○ ⏳ — N/A N/A — — —
53539
@Kapeli
dash-mcp-server ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
53540
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
— ○ ⏳ — — — — — —
53541
pcandido
gtwmcp Claim
Aggregates multiple MCP servers behind a single stdio interface, supporting std…
— ○ ⏳ — N/A N/A — — —
53542
junter1989k-ai
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
— ○ ⏳ — — — — — —
53543
hkopenai
Provides access to hotel room occupancy rate data in Hong Kong through a FastMC…
— ○ ⏳ — — — — — —
53544
atomlong
mcp-searxng Claim
An MCP server that integrates the SearXNG API for web search and URL content ex…
— ○ ⏳ — — — — — —
53545
Markusbetter
An MCP server for analyzing images using ModelScope's vision models. Supports b…
— ○ ⏳ — N/A N/A — — —
53546
rbj2000
A database-agnostic MCP server that integrates web crawling with Retrieval Augm…
— ○ ⏳ — N/A N/A — — —
53547
pipeworx-io
City of San Bernardino GIS — San Bernardino, California open geospatial data (A…
— ○ ⏳ — — — — — —
53548
foundrynet
Trust stack for AI agents: identity, attest, verify, rate, recommend, discover …
— ○ ⏳ — — — — — —
53549
tsouth89
toolport Claim
Local gateway and manager for MCP servers shared across AI coding tools: set up…
— ○ ⏳ — N/A N/A — — —
53550
fundfluent-admin
Access a comprehensive suite of tools and resources to help startups and small …
— ○ ⏳ — N/A N/A — 95 —
Showing 53501–53550 of 69153 servers