MCP Server Quality Scores

Independent quality analysis of 66301 public MCP servers

66301
Discovered
31699
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65501
muslus
WetLab-MCP Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
N/A N/A
65502
alevizio
globestudio Claim
MCP server for GlobeStudio.
65503
Nith567
Enables gasless token swaps across multiple chains using OKX DEX aggregation an…
N/A N/A
65504
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
81
65505
logus2k
mcp-service Claim
Dual-interface MCP server that exposes declarative tools and reusable skills vi…
65506
userFRM
MCP server wrapping Kimi Code CLI (kimi-k2.5) to provide tools for filesystem, …
N/A N/A
65507
shadid06
A simple MCP server built with MCPize providing hello and echo tools for demons…
65508
lauragift21
Provides AI assistants with comprehensive YouTube analytics and channel managem…
65509
qloba
Integrates with Runbook to allow listing, reading, searching, creating, and upd…
65510
aswin-s
MCP server providing real-time Indian stock market data through 15 tools, inclu…
65511
NG-Bullseye
agent-mesh Claim
Provides a messaging multiplexer for agents using Redis streams, allowing Claud…
65512
Brand-safe ad, email, product description, and social content production.
N/A N/A 81
65513
ngkienmkqn-wsy8
24htrack-mcp Claim
Universal package tracking for AI agents. Track packages across 30+ carriers in…
81
65514
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
N/A N/A
65515
rahulgh033
MCP server for querying employee data via tools like get_employees and get_empl…
65516
yarninisrael
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
N/A N/A
65517
puzne2000
Gives AI assistants access to Google Contacts, supporting listing, searching, c…
N/A N/A
65518
MaxGhenis
openmessage Claim
MCP server for a local-first messaging workspace that integrates Google Message…
N/A N/A
65519
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
65520
lapin7771n
Read-only MCP server for accessing Wallet by BudgetBakers financial data, allow…
65521
laszlopere
mcp-kodi Claim
Control a Kodi media player over its JSON-RPC API — transport, volume, library …
N/A N/A C
65522
zskycode
Enables AI assistants to manage Docker containers, images, networks, volumes, a…
N/A N/A
65523
Liam6130
Huppert MCP Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
N/A N/A
65524
CharityDEX
Enables VoiceOS to read and write Discord messages through Composio's DISCORDBO…
65525
sentry-official
mcpcap Claim
A modular MCP server for analyzing PCAP files using protocol-specific analysis …
N/A N/A
65526
av151318
AdventedHUD Claim
Turns an LLM agent into a personal planner by providing atomic context (roles, …
65527
tracegazer
clockify-mcp Claim
Clockify time-tracking MCP server: 112 tools across 18 domains (time entries, p…
65528
pipeworx-io
mcp-banxico Claim
Enables querying economic data from Banco de México (Mexico's central bank) via…
65529
alexgenovese
MCP server for WordPress REST API that enables managing posts, pages, media, co…
65530
3M1RY33T
Enables AI agents to maintain a structured Markdown or Obsidian memory vault wi…
N/A N/A
65531
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
N/A N/A
65532
TychiWallet
Enables AI agents to perform gasless cross-chain transactions by paying with su…
65533
davidmosiah
UAP Pulse Claim
Search and map declassified Pentagon UAP/UFO files from the PURSUE release.
N/A N/A
65534
davidmosiah
Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP f…
N/A N/A
65535
axel-belfort
SEO keyword research API for AI agents. Generate keyword ideas from Google Sugg…
N/A N/A 95
65536
URL42
mqtt-mcp Claim
MCP server that bridges MQTT sensor data to MCP, allowing clients to query cach…
65537
DovgiyA
Enables developers to check system service status, retrieve project documentati…
N/A N/A
65538
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
65539
davidmosiah
MCP stdio bridge for the Delx Protocol: continuity, witness, recovery, ontology…
N/A N/A
65540
lastmile-ai
Enables semantic and full-text search over the official Model Context Protocol …
65541
Choing-dev
jira-mcp Claim
Enables AI agents to interact with Jira Cloud and Confluence through natural la…
N/A N/A
65542
js2005happy
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
N/A N/A
65543
hellocrossmanwild
Turns a recruitment database into an AI-queryable pipeline, enabling natural la…
65544
jacobcxdev
MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
N/A N/A
65545
JeromyJSmith
Enables Claude to interact with cognee for cognitive augmentation, supporting l…
N/A N/A
65546
jiweiqi
AI assistants can size heat pumps, estimate energy costs, and verify cold-clima…
65547
ACHIVX-COM
ACHIVX Forum Claim
Agent-native discussion forum for the x402 / A2A ecosystem. A hosted MCP server…
65548
ceedot-rock
a task marketplace + reputation network for AI agents. Agents register, comple…
65549
Happy-Technologies-LLC
A metadata-driven MCP server that auto-generates 480+ tools across 160+ Service…
65550
nano-step
lograft Claim
MCP server that transforms raw log query results into structured incident repor…
N/A N/A
Showing 65501–65550 of 66301 servers