MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27057
Scored
1725
Verified
16957
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30801
Kubedoll-Heavy-Industries
Helm MCP Claim
Give your AI assistant access to real Helm chart data. No more hallucinated val…
30802
iamjamb
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
N/A N/A 95
30803
demwick
**The most comprehensive MCP server for Polymarket prediction markets — 48 powe…
30804
Eclipse-XV
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
N/A N/A 95
30805
nickjazz
Product Lock tools for AI agents: generate, review, validate, and score locks.
N/A N/A 95
30806
resumeoptimizerpro
Resume Optimizer Pro is resume building and optimization software that enhances…
30807
kamath
Provide a dedicated MCP server focused on functionalities related to Anirudh Ka…
N/A N/A 95
30808
zueai
Enables the creation and deployment of API-based MCP tools for Cursor Agent usi…
81
30809
Ansvar-Systems
Belgian legislation via MCP — full-text search across statutes and provisions
N/A N/A 95
30810
amxkifir
Enables users to search, compare, and retrieve detailed information about World…
81
30811 N/A N/A 95
30812
jarmstrong158
Job search and ranking pipeline via MCP for Claude Desktop.
N/A N/A
30813
rozbijbank
Rozbij Bank Claim
Compare personal and business bank accounts, savings, and deposits specifically…
81
30814
macbeth76
Provides comprehensive desktop automation capabilities including AI-powered vis…
N/A N/A 95
30815
lithtrix
lithtrix Claim
Search, Browse (server-side public web), memory, and blob storage for AI agents…
N/A N/A
30816
apideck-libraries
mcp Claim
Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CR…
30817
Ingest and analyze Terraform modules from multiple repositories for AI RAG syst…
N/A N/A 81
30818
dgtalquantumleap-ai
Field operations agent API for task management, geo-tracking, and team coordina…
N/A N/A 95
30819
steelhead99x
Provides weather forecast data from the US National Weather Service API through…
81
30820
TheRealDataBoss
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
N/A N/A 95
30821
inspizzz
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
81
30822
kirandk
vsfclub1 Claim
N/A N/A 95
30823
nkefor
Enables LLMs to interact with GitHub repositories, issues, pull requests, and w…
81
30824
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
30825 N/A N/A 95
30826
Preethi0716
weather Claim 1
An MCP server for weather information.
N/A N/A 95
30827
morebetterclaw
forge-swap Claim
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE,…
N/A N/A 90
30828
Br0ski777
Test, validate and explain regular expressions with match highlighting. x402 mi…
30829
jams24
Manage crypto payments, stores, digital products, and orders via InventPay
N/A N/A 95
30830
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
30831
derek2000139
ExcelForge Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
N/A N/A 95
30832
keotheodangcha548
sei-mcp Claim
N/A N/A 95
30833
coderippr
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
81
30834
tredict-com
Tredict Claim
Analyse activities, build training plans and sync structured workouts to your s…
30835
thanhtn2902
A comprehensive educational server demonstrating Model Context Protocol capabil…
81
30836
tim0-12432
MCP server for Hotkeyless AHK HTTP API.
N/A N/A
30837
hello-qgtm
Eversince Claim
Creative agent that plans and executes across image, video, audio, and motion g…
81
30838
atimevil
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
N/A N/A 95
30839
xue20010808
threatnews1 Claim
N/A N/A 95
30840
leadpipe-com
leadpipe Claim
Official MCP server for Leadpipe intent and data APIs.
N/A N/A
30841
7grounds
fedlex-mcp Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
N/A N/A 95
30842
james-livefront
Manages poetry catalogs with state-based tracking, thematic connections via nex…
N/A N/A 95
30843
GavMason
ani-mcp Claim
A smart MCP server for AniList that gets your anime/manga taste - not just API …
N/A N/A 83
30844
somacoffeekyoto
imgx Claim
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing,…
N/A N/A 75
30845
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
30846
sabariganesan25
A starter template for creating MCP servers that work with Puch AI, featuring r…
81
30847
MCP-Mirror
Enables interaction with MinIO object storage through a standardized Model-Cont…
81
30848 N/A N/A 95
30849
Reculi
mcp server for weather information query
N/A N/A 95
30850
jStrider
A Model Context Protocol server that enables Claude to interact with Gmail thro…
N/A N/A 95
Showing 30801–30850 of 33537 servers
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