MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38701
XJTLUmedia
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
N/A N/A 95
38702
legalithm
Legalithm Claim
EU AI Act compliance in your editor.Classify risk, cite obligations, draft Arti…
N/A N/A
38703
chad-atexpedient
Enables deploying, managing, and monitoring OpenWebUI instances on the Railway …
N/A N/A
38704
yt010108
This MCP server helps users prepare for Korean public institution jobs by integ…
38705
junter1989k-ai
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise…
38706
omnisignal-ai
OmniSignal Claim
Live market intelligence & AI content strategy: trends, competitor moves, conte…
38707
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
38708
gotalab
A novel game server supporting multi-branch visual novel scenarios in English a…
N/A N/A
38709
Apex-Foundation
copilot-mcp Claim
Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, sco…
N/A N/A
38710
Sakhir786
A production-grade MCP server that integrates Polygon.io market data with an 18…
38711
1999AZZAR
the-designer Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
38712
ENtiemEN
Demonstration MCP server for Claude Team integration, enabling querying of samp…
38713
yusukebe
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
38714
zfdx123
HTTP Inspector MCP Server enables sending arbitrary HTTP requests, viewing hist…
N/A N/A
38715
0xJRP
A starter kit for creating a read-only MCP server that lets AI assistants acces…
N/A N/A 95
38716
alexgenovese
Spawn headless OpenCode workers on cheap models to delegate expensive tool-usin…
N/A N/A
38717
melvenac
A persistent, cross-session knowledge base for AI agents that indexes session h…
N/A N/A
38718
AEGISGOVDAO
Query SEC EDGAR for company filings, financial data, and executive disclosures.…
38719
kratsg
rucio-mcp Claim
A community-maintained MCP server for Rucio that provides secure OAuth-based ac…
N/A N/A
38720
dylan-gluck
Creates a local database of indexed technical documentation from web crawls and…
N/A N/A
38721
daunload
A TypeScript-based MCP server that provides weather information through resourc…
N/A N/A 95
38722
operasoftware
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
N/A N/A
38723
khill1269
ServalSheets Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
N/A N/A
38724
csmoove530
CLAWD Wallet Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
N/A N/A
38725
Marcelle-Labs
Enterprise support memory agent that remembers customer context across sessions…
N/A N/A
38726
ryan-the-brodsky
TasteMaker Claim
Pull your TasteMaker brand kit + generated Agent Skill into your coding tool. R…
38727
partymola
ticktick-mcp Claim
MCP server for TickTick — create, update, complete, move, and filter tasks (plu…
38728
zv-louis
updsts Claim
Automatically update AWS credential files with temporary STS tokens and retriev…
N/A N/A
38729
Optibot Claim 1
AI code review for your AI assistant — review local changes, branch diffs, and …
N/A N/A 69
38730
geraservicesuk
GeraLens MCP (placeholder) — ambient camera-activated service discovery. Launch…
N/A N/A 95
38731
CryptoJym
Enables autonomous project management with intelligent synchronization between …
N/A N/A
38732
Hyeong-soo
MCP server that enables AI agents to automatically pay for and access paywalled…
N/A N/A
38733
maxritter
pilot-shell Claim
How real engineers run Claude Code: spec-driven planning, enforced TDD, persist…
N/A N/A
38734
@mcp-z
mcp-pdf Claim
N/A N/A 95
38735
santiago-migoni
An MCP server that enables LLM agents to list, read, create, update, delete, an…
N/A N/A
38736
BoraGkc
Local-first MCP server for safe Ghost posts, Pages, scheduling, images, and pub…
N/A N/A
38737
RJrohan47
Enables reading, normalizing, validating, merging, and exporting data from Exce…
N/A N/A
38738
wildfirechat
MCP server that wraps the Wildfire IM Robot SDK to provide tools for messaging,…
38739
andrewbartels1
Python MCP server for SolidWorks automation with 109 tools covering the full CA…
N/A N/A
38740
wahajnintyeight
Enables AI assistants to query Ringba call analytics, including running EHG ins…
38741
vaibhav-patil07
vaibhav-mcp Claim
Sends Vaibhav Patil's resume via email using SMTP.
38742
mdanassaif
mcp Claim
Search 276,000+ open source icons and insert them as SVG or React components wh…
N/A N/A
38743
ChanceFlow
godot-mcp Claim
Enables AI assistants to interact with the Godot game engine, including launchi…
N/A N/A
38744
natkitten
Enables interaction with the Capacities.io note-taking API via MCP, supporting …
38745
ASchlatweiler
Grimoire Claim
Read-only MCP server that gives Claude live access to your UE5 project state — …
N/A N/A
38746
bakhshb
An OpenAPI-driven MCP server for Proxmox VE that provides 2 generic tools to ex…
N/A N/A
38747
temway
Let your AI assistant design beautiful emails & layouts — in your Temway worksp…
38748
mohn93
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
38749
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
38750
harryvaldez
Enables read-only querying and diagnostics for dual SQL Server 2019 instances w…
N/A N/A
Showing 38701–38750 of 66549 servers
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