MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30355
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63701
universal-mcp
Enables access to Apollo's tools and services through a standardized MCP interf…
63702
Avicennasis
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
63703
AntonioBlago
Provides SEO tools for Claude Code, including free local tools and paid API-pow…
63704
iamatulsingh
Enables Brave Search and web content fetching via MCP, and integrates as LangCh…
63705
OverlayQA
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
63706
strzhao
MCP server for managing personal assets (images, files) in Vercel Blob storage,…
63707
dannyhertz
A Python-based MCP server demonstrating tools for math calculations, time retri…
63708
PanGucheng
A Codex MCP server that delegates exploration and implementation tasks to DeepS…
N/A N/A
63709
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
63710
samrathp29
Enables Claude to screen studies in Covidence by reading the live page and cast…
N/A N/A
63711
WispAyr
LFM2.5-local Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
N/A N/A
63712
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions for effect…
N/A N/A
63713
zachyt
jita-mcp Claim
Remote MCP server for EVE Online that validates ship fittings with actual stats…
63714
df4u1t
Provides a unified interface for security analysts to gather threat intelligenc…
N/A N/A
63715
ajmalaksar25
gsc-mcp Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
N/A N/A
63716
hyuwowo
OpenTrading Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
N/A N/A
63717
mariomosca
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
63718
lucidbard
Enables to create notebooks and notes with tags, and perform full-text search a…
N/A N/A
63719
zacfire
Web Reader Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
N/A N/A
63720
forgemeshlabs
x402 Ads MCP Claim
x402 Ads lets AI agents buy and verify ad placements with per-request USDC paym…
63721
highercomve
mcptools Claim
An all-in-one MCP server for local LLMs that provides live web access, math, sh…
N/A N/A
63722
laraib-sidd
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
N/A N/A
63723
dataAnalysis2023
keel-core Claim
Local-first personal cognitive engine that provides MCP tools for managing rela…
N/A N/A
63724
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
63725
colinkkk
Enables users to understand lab test results, check food-drug interactions, and…
63726
Agent-Hellboy
PyMCP Kit Claim
A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP…
N/A N/A
63727
KTCrisis
flux7-mesh Claim
Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy …
63728
Atharva-Jayappa
blast-scope Claim
Contextual blast-radius scoring for shell commands an AI agent is about to run
N/A N/A
63729
romankonoplinai-arch
Provides 43 tools for complete Supabase control including database operations, …
81
63730
ranydone
Enables searching news, fetching top headlines, listing sources, and generating…
N/A N/A
63731
peterhel
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
N/A N/A
63732
cognis-digital
creatorforge Claim
MCP server for AI content generation, enabling agents to learn a voice, generat…
N/A N/A
63733
brinzl
Connects AI applications with Salesforce Commerce Cloud for product management,…
63734
Bing-Xuan-Lu
A Node.js MCP server that gives Claude Code direct access to file operations, d…
N/A N/A
63735
Steph-ux
Android MCP Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
N/A N/A
63736
drapon
Enables parsing of PSD files and extraction of layer information, design tokens…
N/A N/A
63737
gatewaybuddy
Airlock Claim
A redaction engine and MCP server that scrubs sensitive identifiers (AWS keys, …
63738
khushal1512
Enables natural language shopping through Walmart's backend API, supporting pro…
N/A N/A
63739
krantiutils
Enables sending correctly threaded email replies through Proton Mail Bridge usi…
N/A N/A
63740
ishay60
mcpolyglot Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
63741
mortenv
gmail-mcp Claim
Enables AI assistants to read Gmail and create drafts securely with read-only a…
63742
marc-shade
Enables persistent task and goal management with AI-powered decomposition, cros…
N/A N/A
63743
arnavhazra
An enterprise-grade MCP server that enables LLM agents to securely interact wit…
N/A N/A
63744
saluca-labs
tartarus-mcp Claim
A local-first MCP memory server providing persistent, searchable memory for AI …
N/A N/A
63745
ns-3e
Thin HTTP wrapper for the Generate-Data.com API, enabling data generation, sche…
63746
mpisanoCP
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
63747
derekgallardo01
Exposes Microsoft 365 privacy/compliance audit checks as MCP tools, enabling na…
63748
jiweiqi
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
N/A N/A
63749
Alegau03
CTX Claim
CTX - Context Runtime Engine for Coding Agents
N/A N/A
63750
MadeOnSol
MadeOnSol Claim
Real-time Solana trading intelligence: track 1,069 KOL wallets with <3s latency…
Showing 63701–63750 of 64126 servers