MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25415
Scored
1417
Verified
16957
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32401
memforge-memory Claim 1
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
N/A N/A 61
32402
dygogogo
agent-guard-mcp
32403
townofnolan
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
81
32404
salehrifai42
An MCP server that exposes the QMetry Test Management for Jira Cloud REST API a…
32405
theYahia
cdek-mcp Claim
MCP server for CDEK delivery API — tariff calculation, order creation, tracking…
N/A N/A
32406
ExpertVagabond
jupiter-mcp Claim
MCP server providing AI agents with native access to Jupiter's full DeFi stack …
32407
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
32408
doossee
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
N/A N/A
32409
CSOAI-ORG
A multi-agent task management system for AI applications that enables users to …
N/A N/A
32410
cameroncooke
XcodeBuildMCP provides tools for Xcode project management, simulator management…
N/A N/A 95
32411
loking
i18n Agent Claim
AI-powered translation management built for AI agents. Automate localization wi…
32412
blueprint-infrastructure
Solentic Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
32413
Alishark14
An unofficial MCP server providing access to Dutch government open data from da…
32414
codeExploreHub
Demonstrates a complete MCP server implementation supporting both local Ollama …
32415
njlnaet
Build searchable AI research knowledge bases with hybrid vector search directly…
N/A N/A 95
32416
KVANTRA-dev
Nouz Claim
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
N/A N/A
32417
tolmachov
MCP Telegram Claim
Telegram MTProto-based MCP server with 19 tools for reading, searching, sending…
N/A N/A
32418
PugzUI
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
N/A N/A 95
32419
codly.fun
test Claim
N/A N/A 95
32420
simple_mcp_http Claim 1
A Test MCP server that provides tools, promts and resources
N/A N/A 76
32421
Bogeymanlicitness496
mcp-memento Claim
Provides AI coding assistants with persistent memory storage using a local SQLi…
N/A N/A
32422
amahpour
Connects Claude to E\*Trade for income-oriented trading research, providing rea…
32423
raumnebenan-mcp Claim 1
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
N/A N/A 81
32424
the402ai
mcp-server Claim
AI agent service marketplace — browse, purchase, and manage services via x402/U…
N/A N/A
32425
toughcustomerai
A Next.js MCP server that provides an inline roleplay configurator UI for Claud…
32426
productengineered
A read-only MCP server that enables Claude to audit Firewalla network security …
32427 N/A N/A 95
32428
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
32429
ThinkneoAI
mcp-server Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
32430
32431
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
N/A N/A 81
32432
OriginQ
Enables AI assistants to interact with Origin Quantum computing services throug…
32433
studiomeyer-io
Description: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools…
N/A N/A
32434
astein91
StackSherpa Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
32435
joeseesun
An MCP server that automates converting diverse content sources like WeChat art…
32436
zoharbabin
MCP server providing Google Search, web scraping, and multi-source research too…
N/A N/A 83
32437
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
32438
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
32439
32440
panenotgeor
# API Marketplace MCP Server Real-time product data from Amazon, eBay, Walmart…
32441
dravidsajinraj-iex
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
N/A N/A 95
32442
jangjo123
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
N/A N/A
32443
linggen
linggen-mcp Claim
N/A N/A 95
32444
AceDataCloud
Enables AI image generation and editing using Google's Nano Banana model via th…
32445
Sladck
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
N/A N/A 95
32446
PedroGabrieldm
goevento-new Claim
N/A N/A 95
32447
drpcorg
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas estimation, and …
32448
klodr
gmail-mcp Claim
Gmail MCP server — scope-gated tools (readonly / send / modify), path jails for…
32449
Amit-confer
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
81
32450
babelwrap
Let AI agents interact with any website through natural language instead of CSS…
N/A N/A
Showing 32401–32450 of 33379 servers
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