MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32451 N/A N/A 95
32452
ducla5
Enables AI agents to efficiently access and process Google Drive documents by c…
81
32453
NinadRao0707
Charon Claim
Self-hostable control plane for managing the full lifecycle of non-human identi…
32454
rccola990-cloud
Enables AI agents to check whether AI assistants recommend a brand and audit a …
32455
optimusbasti
Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
81
32456
CSOAI-ORG
math-solver-ai-mcp MCP server by MEOK AI Labs
N/A N/A
32457
mpress001
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
32458
CSOAI-ORG
customer-support-ai-mcp MCP server by MEOK AI Labs
N/A N/A
32459
Nonetss
Enables management of Komodo infrastructure including servers, stacks, deployme…
32460
SuyashEkhande
This MCP server provides 16 intelligent tools for searching, retrieving, and li…
32461
ragalgo
ragalgo-v3 Claim
N/A N/A 95
32462
pblittle
Connects to Lightning Network nodes and enables natural language queries for ch…
81
32463
vmanoilov
secu Claim
N/A N/A 95
32464
Adriapt
Allows you to search for hiking routes on Wikiloc using geographic and textual …
32465
kaleckh
AuthProof Claim 1
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A 60
32466
clauxel
A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage l…
32467
APMC1
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
N/A N/A
32468
gotham-os
Enables Claude Code to control a real browser using AI for web scraping, compet…
32469
detection-forge
LOLBAS, GTFOBins, and process parent-child lookups for detection engineering ag…
N/A N/A
32470
cuongpo
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
N/A N/A 95
32471
ethancod1ng
A Model Context Protocol (MCP) server that enables AI assistants to search, ret…
N/A N/A 95
32472
standardbeagle
slop-mcp Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
32473
rahilp
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
N/A N/A
32474
Vetal711
A production-ready, fully asynchronous MCP server that bridges AI agents with G…
32475
noelregis18
A full-stack web application that allows users to upload, view, edit, and delet…
N/A N/A 95
32476
CSOAI-ORG
MEOK AI Labs - quantum-scoring MCP server extracted from SOV3
N/A N/A
32477
tolenonetwork
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
N/A N/A 83
32478
pipeworx-io
data-detroit Claim
Provides access to Detroit open data via ArcGIS REST API, enabling querying and…
32479
gKrishii
A FastAPI + FastMCP shared-memory gateway in front of Honcho v3 that provides a…
N/A N/A
32480
Duke-CEI-Center
Enables AI assistants to read sensor data from IoT devices and dispatch data co…
N/A N/A
32481
doudoufu
Enables parsing, analysis, and export of power measurement data from Monsoon Po…
N/A N/A
32482
sputnicyoji
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
32483
kiro0x
five-mcp Claim
LLM character consistency engine — generates structured JSON constraints from 4…
N/A N/A
32484
bioanywhere
Enables AI applications to interact with the Base Network blockchain and Coinba…
81
32485
CSOAI-ORG
AI-powered validator ai MCP server for agents. Supports validate json, validate…
N/A N/A
32486
tangbodie
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
81
32487
BDuba
MCP server that exposes the Pinchtab browser API for token-efficient web scrapi…
N/A N/A
32488
AegisPrivacy
Provides AI agents with private, pay-per-request internet access through reside…
32489
ex-takashima
MCP server for generating images using Z.AI's glm-image model. Supports image g…
32490
robbogd76
remark-mcp Claim
Enables AI assistants to browse and read documents from a reMarkable tablet con…
N/A N/A
32491
danmartinez78
VectorClaw Claim
Enables AI assistants to control Anki Vector robots locally via natural languag…
N/A N/A
32492
akhileshvj
Enables searching arXiv papers and retrieving paper metadata through MCP tools.
N/A N/A
32493
zqeast
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
32494
kopias
loreto-mcp Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
32495
jonathanARMS23
cosmo-mcp Claim
MCP server that connects Hermes Agent to ERPNext for managing stock, sales, cus…
32496
non4me
CC2CC Claim
Enables file-based agent-to-agent communication between Claude Code instances o…
N/A N/A
32497
the-sid-dani
Enables Claude to interact with the Lever ATS for candidate management, intervi…
32498
securityfortech
A FastMCP server for managing Google Workspace users through the Admin Director…
32499
nkaewam
An offline-first MCP server for querying Google ADK documentation using vector …
N/A N/A
32500
cavasotti
Enables AI assistants to analyze rental property deals using DoorVault IDEAL Sc…
Showing 32451–32500 of 62098 servers
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