MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51151
gptForYou
FinData Claim
MCP server providing professional financial data access for LLMs through provid…
51152
Mogacode-ma
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
N/A N/A
51153
nourpups
meta-mcp Claim
Read-only MCP server for Meta (Facebook) Graph API, enabling access to Marketin…
51154
Ansvar-Systems
Query Slovak data protection regulations, decisions, and guidelines from ÚOOÚ S…
N/A N/A
51155
db-inlee
MCP server that diagnoses RAG pipeline regression by detecting which failure mo…
N/A N/A
51156
111mihir
Idiolect AI Claim
Loads your personal writing voice into any AI and scores how closely a draft ma…
51157
jordnlvr
Enables AI assistants to extract and document Mendix Studio Pro modules by inte…
N/A N/A 95
51158
sandraschi
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
N/A N/A
51159
hosthobbit
Enables AI assistants to manage WHM hosting accounts and server administration …
51160
cognis-digital
aegis Claim
MCP server for auditing AI agent permissions and access by scanning for the tri…
N/A N/A
51161
quizlar
Quizlar Claim
Quizlar is the learning MCP server. It turns whatever source the user brings — …
51162
BuildWithBeacon
A collection of over 20 specialized MCP servers that enable LLMs to manage cust…
51163
GetHammerpath
MCP server that integrates with ARXsec.io API to execute security scans, compli…
51164
slothflowlabs
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
N/A N/A
51165
kodegrenade
Enables AI assistants to generate fake Nigerian data including names, addresses…
N/A N/A
51166
DrBaher
supstack Claim
Evidence-based supplement research, dosing, safety, and interactions as agent-c…
N/A N/A
51167
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
51168
cyanheads
Store, query, and create YAML workflow playbooks for LLM agents.
N/A N/A 83
51169
usrivastava92
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
N/A N/A
51170
mikesmullin
mcp-zen Claim
Lets MCP clients control a live Zen/Firefox browser to navigate, click, fill fo…
N/A N/A
51171
jaworjar95
Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
51172
UnbearableDev
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
51173
Abdur-Rahman-Palash
Access a 24/7 AI senior developer with 26 specialized tools for the full softwa…
81
51174
Humotica
MCP server for Phantom Resume that enables cross-device AI session portability …
51175
pedrofalchi-fullstack
EcommAPI Claim
Enables AI-powered analysis of e-commerce products and sales data, proposing pr…
N/A N/A
51176
evnchn-nicegui
Enables LLMs to drive NiceGUI apps by exposing an interactive element tree via …
N/A N/A
51177
chhanz
Fetches AWS What's New announcements by month, allowing users to query announce…
51178
daniloneto
MCP server for Bitbucket Cloud, focused on pull-request review workflows
51179
ProcessQualitySolutions
Connects AI assistants to QCDatabase.AI for everyday construction quality-contr…
51180
kevin0195
Enables award flight search across 20+ airline programs using PointsYeah, with …
N/A N/A
51181
liunan-githu
Enables text-only language models to 'see' and describe images by calling multi…
N/A N/A
51182
BigSweetPotatoStudio
一个基于 MCP 协议的 Electron 桌面终端应用,为 AI 助手提供安全的远程 shell 执行能力。
N/A N/A
51183
pipeworx-io
Enables querying and searching Connecticut Open Data via Socrata SoQL API, allo…
51184
solidlime
MemoryMCP Claim
A persistent memory MCP server specialized for Japanese, featuring hybrid searc…
N/A N/A
51185
mikeheilmann1024
Enables advanced HubSpot CRM operations including unlimited record extraction, …
N/A N/A
51186
Zycroft
Godot MCP Claim
Enables AI assistants to interact with the Godot game engine by launching the e…
N/A N/A 95
51187
Kristos
A secure, controlled terminal MCP server that enables executing whitelisted she…
N/A N/A
51188
wzy4163
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
N/A N/A
51189
lightning-faucet
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check…
N/A N/A 95
51190
sesameM
基于MCP协议的学术论文智能检索与分析平台,支持12个数据库并行搜索、PDF全文解析、文献管理双向同步及多平台自动推送。
N/A N/A
51191
HelloThisIsFlo
A production-grade MCP server that exposes OmniFocus as structured task infrast…
N/A N/A
51192
benbelo
fortinac-mcp Claim
MCP server for diagnosing rogue hosts on FortiNAC 7.6 by querying the REST API,…
N/A N/A
51193
caplandorlespan
MD Vision Claim
MCP server that enables AI assistants to open files and highlight ranges in a r…
N/A N/A
51194
andyleimc-source
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
51195
mbrummerstedt
A read-only MCP server for exploring and analyzing a Secoda data catalog, enabl…
81
51196
CAPHTECH
pce-memory Claim
MCP server for context-aware memory and retrieval with hybrid search, dual-phas…
N/A N/A
51197
ICS-cz
clariBI Claim
AI business intelligence: sign up, ingest data, run analyses, generate reports …
51198
MCP-Mirror
Provides comprehensive access to Binance Futures API endpoints for account mana…
81
51199
miaomiao0319
Enables rigorous, zero-hallucination analysis of local PDF papers, generating e…
N/A N/A
51200
sallim-app
korea-realty Claim
Korean real estate: court auctions, 10M+ MOLIT records, subscription notice fac…
Showing 51151–51200 of 67226 servers