MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27501
bbalakriz
Figma MCP Server Claim
Enables integration with Figma through the Model Context Protocol, allowing use…
D 52 34 42 29 81
27502
lofibrainwav
BANANA-MCP Claim
An All-in-One Model Context Protocol Server Package that integrates 14 MCP serv…
D 52 34 48 19 81
27503
eversince-ai
A creative agent that plans and executes across image, video, and audio. Uses 3…
D 52 34 36 39 81
27504
webmyc
Respira for WordPress Claim 1
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
D 52 34 39 37 81
27505
yripper
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
D 52 34 45 26 81
27506
Aditya24023022
A lightweight TypeScript-based MCP server that demonstrates how to build custom…
D 52 34 36 42 81
27507
aryabhuptani
SparkMango Claim 2
A Model Context Protocol server that converts Solidity bytecode into functional…
D 52 34 49 18 81
27508
prmail
FixPayment Claim 1
An MCP server for FixPayment creditors that simplifies account management, stat…
D 52 34 45 24 81
27509
vnikhilbuddhavarapu
WikiJS MCP Server Claim 1
An MCP server that enables full management of WikiJS instances, supporting oper…
D 52 34 45 27 81
27510
DarkAngel-agents
OpenCTI MCP Server Claim 1
A Model Context Protocol server that connects AI assistants to OpenCTI threat i…
D 52 34 45 25 81
27511
arttttt
kernel-build-mcp Claim 1
An MCP server designed for remote Linux kernel cross-compilation over Tailscale…
D 52 34 45 27 81
27512
GAKUGO
Provides real-time and historical exchange rate data for JPY against major curr…
D 52 34 48 22 81
27513
nusagates
This MCP server provides a web-ready SSE bridge for Microsoft's Power BI Modeli…
D 52 34 42 32 81
27514
brianxiadong
A Spring AI MCP-based service for retrieving ONES Waiki content and converting …
D 51 34 50 14 81
27515
dhks77
Enables secure SSH access to servers through a gateway with Kerberos authentica…
D 51 34 42 27 81
27516
endorhq
cli Claim
Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached…
D 51 34 48 17 81
27517
miguel1603
MCP SQL Server Claim 1
An MCP server that connects LLMs to SQL databases for development assistance, e…
D 51 34 39 33 81
27518
gloryfham
MCP server for querying Glory trust products and corporate secretarial services…
D 51 34 39 32 81
27519
karthikeyanramu
This MCP server enables intelligent API testing automation by combining RAG kno…
D 51 34 42 28 81
27520
W-Abel-jia
YAPI MCP Server Claim 2
An MCP server for the YAPI interface management platform that enables users to …
D 51 34 39 30 81
27521
ekaibide
An HTTP server that exposes Last.app's MCP as a remote endpoint for Claude Desk…
D 51 34 42 27 81
27522
anhtuanluu
A FastMCP-based server designed for the banking and fintech domains, providing …
D 51 34 42 25 81
27523
Siddharth-Basale
An MCP server that diagnoses GitHub Actions workflow failures and automatically…
D 51 34 41 28 81
27524
SuryaNangunuri31
A FastAPI-based server that enables executing SQL queries, managing database co…
D 51 34 42 25 81
27525
econ-watch
Exposes provider-specific tools and relays HTTP requests to configured provider…
D 51 34 42 27 81
27526
thao12345310
Automates research workflows by collecting, summarizing, and categorizing AI te…
D 51 34 42 25 81
27527
rootio-avr
root Claim
MCP server that provides container image vulnerability scanning and remediation…
D 51 34 36 31 86
27528
euclidtools
Euclid Claim
AI agents hallucinate math. Euclid fixes that. Connect once and give your agent…
D 50 34 42 24 81
27529
Bobby-cell-commits
Open Brain Claim
Graph-structured MCP memory server. 37.2% LongMemEval. Auto dedup, themes, deca…
D 50 45 64 0 53 81
27530
justinmclean
Podlings MCP Claim 1
An MCP server for accessing and analyzing Apache Software Foundation Incubator …
D 50 34 33 37 81
27531
srotzin
Trust & settlement for AI agents: DID, ZK reputation, audit, USDC/USDCx/USAD/AL…
D 50 45 60 0 61 81
27532
gleanwork
Remote MCP Server that securely connects Glean Enterprise Knowledge with your I…
D 50 45 52 0 73 81
27533
abstracta
This project implements a customizable MCP server to execute RTE protocol. The…
D 50 34 36 33 81
27534
dodou
Enables Brave Search via MCP, deployed on Railway for seamless integration with…
D 50 34 40 27 81
27535
ahopo
json-promptor-mcp Claim 1
An MCP server that converts raw text prompts into structured JSON prompts using…
D 49 34 33 35 81
27536
traffiycom-ui
PaidSync.ai Claim
Manage Google Ads, Meta Ads, and LinkedIn Ads through AI. 200+ tools, full read…
D 49 45 64 0 47 81
27537
tymonTe
SaaS database MCP
D 49 34 44 13 81
27538
tgosoul2019
Multi-LLM Gateway MCP Claim 1
An MCP server that functions as an intelligent gateway for multiple LLM backend…
D 49 34 39 25 81
27539
robcqm-bot
depscan-api Claim
Dependency health checker for AI agent skills. Analyzes external endpoints for …
D 49 34 42 18 81
27540
lovelts
lark-mcp Claim 1
An MCP server that enables AI assistants to search, read, create, and update Fe…
D 49 34 33 32 81
27541
CloudMediaServices
Supabase MCP Server Claim 1
Enables AI assistants to perform CRUD operations on Supabase databases through …
D 49 34 42 18 81
27542
Deep-Identity-Inc
agent-skill Claim 1
An MCP Server that provides identity verification and anti-fraud tools for AI a…
D 49 34 29 41 81
27543
nicoletterankin
wordorb Claim
Word Orb is a language enrichment MCP server. 50,000+ words with IPA, definitio…
D 48 34 36 24 81
27544
lawgenesis
缔零法则MCP是基于LLM和RAG技术搭建的实现完全替代人力的全自动化风险识别的内容安全审查平台,致力于通过代理AI技术减少人力成本,高效高精度为用户提供分钟…
D 48 34 32 30 81
27545
vbhasker
weaviate-mcp Claim 2
An MCP server and document upload API designed for RAG workflows with Weaviate …
D 48 34 33 30 81
27546
alexcz-a11y
A minimal Model Context Protocol server template demonstrating basic implementa…
D 48 23 N/A 0 95
27547
solution9th
visitbeijing Claim
visitbeijing
D 48 34 42 16 81
27548
sapientpants
A Model Context Protocol (MCP) server that integrates with SonarQube to provide…
D 48 34 26 39 81
27549
centminmod
Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRout…
D 48 34 36 25 81
27550
samcolon
Enables natural-language management of Kubernetes clusters via kubectl-ai and G…
D 48 34 42 15 81
Showing 27501–27550 of 46053 servers
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