MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52151
nuwainfo
ffl-mcp Claim
MCP server for ffl. Let AI share anything for you.
— ○ ⏳ — N/A N/A — — —
52152
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
— ○ ⏳ — N/A N/A — — —
52153
mattcoatsworth
A comprehensive MCP server for interacting with the Klaviyo API, providing tool…
— ○ ⏳ — N/A N/A — — —
52154
Evaan-devlops
Local-first, read-only MCP server for Claude Code that indexes and searches ful…
— ○ ⏳ — N/A N/A — — —
52155
jcdreamjc
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
— ○ ⏳ — — — — — —
52156
Abhishekpendyala06
Provides comprehensive real estate market intelligence, property valuation, and…
— ○ ⏳ — — — — — —
52157
jackychen129
CyberDestiny Claim
Provides 35 MCP tools for Chinese metaphysical divination, including BaZi, ZiWe…
— ○ ⏳ — N/A N/A — — —
52158
applicate2628
A loopback-bound MCP server that enables MCP clients to control Ableton Live (s…
— ○ ⏳ — N/A N/A — — —
52159
brssignals
Provides real-time Bitcoin market regime detection by fusing on-chain, derivati…
— ○ ⏳ — — — — — —
52160
sandraschi
Conversational AI control for Software Defined Radio via the Model Context Prot…
— ○ ⏳ — N/A N/A — — —
52161
tcwangh01
Provides image processing tools for Claude Code, including downloading toy-rela…
— ○ ⏳ — N/A N/A — — —
52162
1Shubham7
kubeaid-mcp Claim
Exposes a Kubernetes cluster to MCP-compatible AI clients, enabling read-only a…
— ○ ⏳ — N/A N/A — — —
52163
shaneslo
An MCP server that provides email sending, reading, replying, and searching cap…
— ○ ⏳ — — — — — —
52164
sughosh-pocketfm
kbask Claim
Hybrid MCP server that combines Graphify’s structural code graphs with Understa…
— ○ ⏳ — N/A N/A — — —
52165
iamfiscus
Provides D3 visualization documentation, chart recommendations, and code genera…
— ○ ⏳ — — — — — —
52166
cchesebro-prog
A remote MCP server that connects Claude to Acumatica ERP 2025 R2 with per-user…
— ○ ⏳ — — — — — —
52167
tianyilt
qzcli Claim
Enables managing OpenI platform resources (login, query nodes, submit jobs, vie…
— ○ ⏳ — — — — — —
52168
compresh
compresh-mcp Claim
Provides production-grade context compression for LLM agent conversations with …
— ○ ⏳ — — — — — —
52169
john-walkoe
Validates legal citations against the CourtListener database to detect hallucin…
— ○ ⏳ — — — — — —
52170
sgasser
Enables AI assistants to draft content such as PR descriptions, tickets, or mes…
— ○ ⏳ — N/A N/A — — —
52171
nagendramishr
Enables AI assistants to search, query, and manage Azure AI Search indexes usin…
— ○ ⏳ — N/A N/A — — —
52172
cpenniman12
text2sql-mcp Claim
Enables natural language querying of SQL databases by allowing the agent to exp…
— ○ ⏳ — — — — — —
52173
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
— ○ ⏳ — — — — 81 —
52174
SinanTufekci
An MCP server that bridges Claude Code with Antigravity CLI using a Swarm Agent…
— ○ ⏳ — N/A N/A — — —
52175
ayushgundecha
AI-powered code review assistant that analyzes repositories for security vulner…
— ○ ⏳ — N/A N/A — — —
52176
devyeshtandon
Compose fake chat conversations and receive deep links to a pre-filled generato…
— ○ ⏳ — — — — — —
52177
Arpit-saxena-2004
Enables AI assistants to send, search, and read emails via Gmail using OAuth2 a…
— ○ ⏳ — — — — — —
52178
marcomoauro
Enables LLM clients to interact with Substack's API for automations like creati…
— ○ ⏳ — — — — — —
52179
idealizing
Provides image analysis, inspection, cropping, OCR, and comparison capabilities…
— ○ ⏳ — — — — — —
52180
dominique-boerner
An MCP server that helps AI assistants plan and document software features usin…
— ○ ⏳ — N/A N/A — — —
52181
nguyenanhducdeveloper86
mcp-powerBI Claim
Enables discovery of Power BI workspaces and semantic models via REST API and M…
— ○ ⏳ — N/A N/A — — —
52182
nsozturk
tweetkit-x Claim
MCP server that allows posting, deleting, and reading X (Twitter) tweets using …
— ○ ⏳ — N/A N/A — — —
52183
Goryalera
Exposes Yandex DataLens operations as tools for Claude, enabling API health che…
— ○ ⏳ — — — — — —
52184
fourleafai
Job search assistant and interview prep inside any ai tool via MCP or public sk…
— ○ ⏳ — — — — — —
52185
thijs-hakkenberg
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
— ○ ⏳ — N/A N/A — — —
52186
NikkeTryHard
Docs-driven MCP server for SafeTrade REST API with a generic client that reads …
— ○ ⏳ — — — — — —
52187
AvinashBhargav
ab_mcp Claim
A file system MCP server that confines AI assistant file tools to a single fold…
— ○ ⏳ — N/A N/A — — —
52188
LWaetzig
Enables AI assistants to search arXiv papers, retrieve metadata, browse categor…
— ○ ⏳ — — — — — —
52189
leosakharoff
Bandcamp MCP Claim
Enables searching and browsing Bandcamp for albums, artists, tracks, and tags, …
— ○ ⏳ — — — — — —
52190
ShiroKSH
Enables AI agents to build and edit Roblox Studio places by inspecting, generat…
— ○ ⏳ — N/A N/A — — —
52191
bubon-ik
SingIt x402 Claim
Web search, page reading, prices and market data for agents, billed to your Sin…
— ○ ⏳ — — — — — —
52192
khill1269
ServalSheets Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
— ○ ⏳ — N/A N/A — — —
52193
JiayuuWang
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
— ○ ⏳ — — — — — —
52194
BenBoBenBo
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
— ○ ⏳ — N/A N/A — — —
52195
JOSETRA44
Enables AI agents to access economic statistics from the Central Reserve Bank o…
— ○ ⏳ — — — — 81 —
52196
clauxel
A paid remote MCP for code graph MCP for AI coding, built to return verdicts, r…
— ○ ⏳ — — — — — —
52197
dantte-lp
MCP server for semantic search across the complete ObjectARX 2026 documentation…
— ○ ⏳ — N/A N/A — — —
52198
andyast
MCP server for sharing source-backed engineering memory across AI coding client…
— ○ ⏳ — N/A N/A — — —
52199
wyre-technology
immybot-mcp Claim
An MCP server for ImmyBot IT automation platform, enabling management of comput…
— ○ ⏳ — — — — — —
52200
skiddgoddamn
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
— ○ ⏳ — N/A N/A — — —
Showing 52151–52200 of 69182 servers