MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

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43552
Discovered
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29466
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2111
Verified
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16952
Complete
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Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

Newly Added

Calfeed F Curio — design style library F PolyBridge F AgenticBI F Mainline F

Biggest Gainers

theothers +30 aTars MCP +1 Swarm Tips — Aggregated AI Agent Activities +1

Biggest Drops

Correkt: The AI-Native Online Marketplace for Physical Products -3 library -2 agentra -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36651
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
 — ○ ⏳ — N/A N/A — — —
36652
byeung888
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
 — ○ ⏳ — N/A N/A — — —
36653
Delego-Dev
delego Claim
A policy and audit firewall for agent actions that sits between an agent and a …
 — ○ ⏳ — N/A N/A — — —
36654
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
 — ○ ⏳ — — — — — —
36655
stackblaze
rustfs-mcp Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
 — ○ ⏳ — N/A N/A — — —
36656
plurity-ai
plurity-mcp Claim
Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & l…
 — ○ ⏳ — — — — — —
36657
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
 — ○ ⏳ — N/A N/A — — —
36658
Hiruna219066
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
 — ○ ⏳ — — — — — —
36659
gamesme
chatlab-mcp Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
 — ○ ⏳ — N/A N/A — — —
36660
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
 — ○ ⏳ — — — — 81 —
36661
GravityKit
Enables AI assistants to manage Drip email marketing automation, including subs…
 — ○ ⏳ — — — — — —
36662
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
 — ○ ⏳ — N/A N/A — 83 —
36663
iceener
Enables web scraping and search with batch support, rate limiting, and flexible…
 — ○ ⏳ — — — — — —
36664
LLMQuant
Curated list of LLM-driven trading agents, MCP servers, and agent skills for ma…
 — ○ ⏳ — N/A N/A — — —
36665
saury1120
pdf-mcp Claim
Enables PDF document processing including text, image, and table extraction, as…
 — ○ ⏳ — N/A N/A — — —
36666
softdaddy-o
soft-ue-cli Claim
MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
 — ○ ⏳ — N/A N/A — — —
36667
mcpnexus-registry
Enables natural language control of self-hosted media services like Sonarr, Pro…
 — ○ ⏳ — — — — — —
36668
enkiEng
Enables AI models to write, format, compile, lint, and structure modern Fortran…
 — ○ ⏳ — N/A N/A — — —
36669
cyberbobjr
A Model Context Protocol (MCP) server providing comprehensive stock screening c…
 — ○ ⏳ — — — — — —
36670
AndyLiner13
A lightweight MCP server that provides 40 tools for TypeScript/JavaScript refac…
 — ○ ⏳ — N/A N/A — — —
36671
moinsen-dev
A comprehensive MCP server for checking package versions and rating package qua…
 — ○ ⏳ — — — — — —
36672
tjwodud04
mcp-tour Claim
Integrates the Korea Tourism Organization's API to provide tourist spot recomme…
 — ○ ⏳ — — — — — —
36673
xyt-mcp
odoo-mcp-xyt Claim
MCP server integrating with Odoo ERP systems, enabling AI assistants to interac…
 — ○ ⏳ — — — — — —
36674
benmilne-com
benmilne Claim
Search and read essays by Ben Milne on payments, stablecoins, and company build…
 — ○ ⏳ — — — — — —
36675
harshalmittal4
Provides read-only issue and project management tools for Jira Server/DC, enabl…
 — ○ ⏳ — N/A N/A — — —
36676
aryanduntley
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
 — ○ ⏳ — N/A N/A — — —
36677
GC108
Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
 — ○ ⏳ — — — — — —
36678
ItamiForge
Provides AI agents with accurate, version-aware documentation for React Native,…
 — ○ ⏳ — N/A N/A — — —
36679
Kouki-odaka
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
 — ○ ⏳ — N/A N/A — — —
36680
akramyaslam
Deterministic industrial parts replacement engine with official catalogs and ex…
 — ○ ⏳ — N/A N/A — — —
36681
markusl
Production-grade MCP server for Statistics Finland's StatFin database. Enables …
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36682
Bigred97
wgea-mcp Claim
Query the WGEA in plain English — employer pay gap, workforce composition, leav…
 — ○ ⏳ — N/A N/A — — —
36683
NOVA-3951
Logo.dev Claim
Search and retrieve company logos by brand or domain. Customize size, format, a…
 — ○ ⏳ — N/A N/A — 95 —
36684
lazymac2x
domain-intel Claim
Cloudflare Workers MCP server: domain-intel
 — ○ ⏳ — — — — — —
36685
NanaKabu
Verifiable random decisions, audit sampling, fair selection, and proof verifica…
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36686
parthhimself0
Enables searching products, browsing categories, checking gold rates, tracking …
 — ○ ⏳ — N/A N/A — — —
36687
Eyalm321
MCP server for hyperpanes terminal workspace app, enabling AI agents to compose…
 — ○ ⏳ — N/A N/A — — —
36688
lab94
Frenchie Claim
Frenchie is an MCP-first multimodal utility for AI agents. It helps agents wor…
 — ○ ⏳ — — — — 81 —
36689
Richardilemon
calendar-pa Claim
Google Calendar MCP server with natural language scheduling, conflict detection…
 — ○ ⏳ — N/A N/A — — —
36690
Zuga-Technologies
Agentpool Claim
A Stack Overflow for Claude Code agents — a shared pool of solved-problem fixes…
 — ○ ⏳ — N/A N/A — — —
36691
Noves-Inc
canton-mcp Claim
Query Canton Network balances, rewards, transactions, prices, and identity from…
 — ○ ⏳ — N/A N/A — — —
36692
Mav977
AutoMCP-SQL Claim
Automatically scans SQLite databases and generates typed CRUD tools for each ta…
 — ○ ⏳ — N/A N/A — — —
36693
chunleiding
MCP server for Office document automation, enabling AI assistants to create, re…
 — ○ ⏳ — N/A N/A — — —
36694
fulcrai
Skincare Question and Answer with cited products, ingredients, sources, and com…
 — ○ ⏳ — — — — — —
36695
davidmosiah
astral-mcp Claim
Precision-audited astrology MCP: natal charts, transits, synastry, moon phases.…
 — ○ ⏳ — N/A N/A — — —
36696
steveswain14
A standalone MCP server that validates model output against retrieved sources. …
 — ○ ⏳ — N/A N/A — — —
36697
maurinho-backend
— ○ ⏳ — N/A N/A — 95 —
36698
VelvetSP
MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded,…
 — ○ ⏳ — N/A N/A — — —
36699
ejentum
self-inspect Claim
Enables agents to reflect on their own thinking by returning a metathought ques…
 — ○ ⏳ — N/A N/A — — —
36700
konippi
servo-fetch Claim
Servo-powered MCP server for JS-aware web fetching, content extraction, crawlin…
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Showing 36651–36700 of 43552 servers
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