MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29814
Scored
2112
Verified
16953
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55101
Spyglass-AI
Enables LLMs to query telemetry data via the Spyglass AI agent, providing intel…
55102
lpb123
保险产品搜索、推荐、保费试算、核保预检。覆盖65家保司483款产品。China insurance MCP server.
55103
AiAgentKarl
Enables AI agents to access comprehensive sports data including football, baske…
81
55104
josh-sea
airspeed-mcp Claim
Remote MCP server that exposes Airspeed/Glyphic call data to Claude web, enabli…
55105
PlaceNL2026
Connects AI assistants to OKX cryptocurrency exchange for trading, market data,…
N/A N/A
55106
Lisito11
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
55107 N/A N/A 95
55108
Lexmata
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
55109
joshwyatt
A simple toolkit for creating MCP servers with stdio and SSE transport, auto-va…
N/A N/A
55110
ZhaoLLe
MCP Bridge Claim
一个动态MCP服务桥接器,支持通过Web UI或API动态注册MCP能力,实现MCP Client与前端之间的双向通信。
N/A N/A
55111
kimagure-dd
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
55112
mdev26
Enables AI assistants to manage Microsoft SharePoint documents and folders thro…
55113
kbrayatl
RepScale Claim
Research B2B prospects, get the recommended sales angle, and prep for meetings …
55114
brunosrz
vectora Claim
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Cla…
N/A N/A
55115
xiaobenyang-com
edge-tts Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
N/A N/A 95
55116
mroops0111
Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one p…
55117
CSOAI-ORG
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
N/A N/A
55118
sharabhshukla
Enables comprehensive statistical analysis including descriptive statistics, hy…
55119
keturiosakys
Bluesky instance integration for querying and interaction
81
55120
seyficembaskin
seyfiland Claim
N/A N/A 95
55121
tony-42069
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
55122
ictahmadreza-source
ahmad Claim
N/A N/A 95
55123
arturseo-geo
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
55124
amitrechavia
TypeScript MCP server that enables AI agents to manage LangSmith traces, prompt…
55125
nitzpo
MCP server for querying Israeli government real estate data, enabling property …
55126
mansanitizer
Enables investment in mutual funds through the Fabits MyWealth platform with na…
81
55127
pquattro
memoraeu Claim
MemoraEU gives your AI a persistent, encrypted memory — sovereign, zero-knowled…
55128
snss10
DBeast Claim
DBeast MCP is a robust, security-first Model Context Protocol server designed t…
N/A N/A
55129
fastmcp-me
A Model Context Protocol (MCP) server for searching the National Provider Ident…
55130
krantiutils
Enables sending correctly threaded email replies through Proton Mail Bridge usi…
N/A N/A
55131
iamneilroberts
A runnable example of building interactive in-chat UI with MCP Apps, demonstrat…
55132
fefogarcia
MCP server for querying the DodaOne governance framework, enabling users to ret…
N/A N/A
55133
RomainLaffitau
French real estate data platform for AI agents. Identifies property owners like…
55134
JialiangFan
X-MCP 2.0 Claim
Enables users to interact with X/Twitter via Claude, allowing posting tweets, s…
55135
nozh74
mp Claim
N/A N/A 95
55136
mostlyfine
logictree Claim
Enables hierarchical problem analysis using logic trees with MECE validation, h…
N/A N/A
55137
Eastmapquest735
A Windows-ready MCP server to manage Meta Ads with Claude Code, providing ad cr…
N/A N/A
55138
fliq-sh
@fliq/mcp Claim
Lets AI agents schedule and manage HTTP jobs, cron schedules, rate-limited buff…
55139
chopratejas
headroom Claim
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 6…
N/A N/A
55140
DylanCodyBrown
aimm-mcp Claim
Local MCP server for AI Model Manager that captures SQL data-model metadata and…
N/A N/A
55141
pralayasimha23
simhameta Claim
N/A N/A 95
55142 N/A N/A 95
55143
tathagat22
Slipstream Claim
A shared distillation cache for AI agents — clean-crawl a URL once, distill it …
55144
bharatvansh
An MCP server that exposes Gemini's Deep Research Agent for comprehensive web r…
55145
seungil
Jangteo Claim
N/A N/A 95
55146
universal-mcp
Enables interaction with LinkedIn tools and services through the Universal MCP …
55147
ishay60
mcpolyglot Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
55148
philipaidanbooth
Enables LLMs to search and retrieve Latin word definitions and lemmas from the …
N/A N/A
55149
andriyshevchenko
MCP server with persistent memory, voice understanding, multi-thread orchestrat…
55150
xcool2046
dountdown Claim
N/A N/A 95
Showing 55101–55150 of 57357 servers