MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52151
CNSLabs
MCP server for defining, validating, deploying, and operating Shodai machine-re…
52152
hahongchul
mcp-server Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
N/A N/A 95
52153
context-engineering
sutra Claim
N/A N/A 95
52154
GT-dinuo
Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confir…
N/A N/A
52155
cascodigital
Enables LLM clients to read and search your own WhatsApp messages stored in a l…
52156
firish
A native Visual Studio 2026 extension implementing Claude Code's IDE integratio…
N/A N/A
52157
Tempreon
Person-owned, portable AI memory as a remote MCP server, readable and writable …
52158
pleibers
quick-search Claim
A FastMCP server for bounded, keyword-driven repository context search, enablin…
N/A N/A
52159
NTinfinitumnihil
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
52160
Deep-Insight-Labs
MCP server for TuringWell, the agent-native Q&A platform for executable, verifi…
N/A N/A
52161
luthersystems
Enables interaction with Buildium property management software through natural …
N/A N/A
52162
axiosdevs
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
N/A N/A
52163 N/A N/A 95
52164
tina4stack
Enables Claude to compile, run, and interact with Pascal/Delphi desktop applica…
N/A N/A
52165
shgsousa
A web-based search interface using DuckDuckGo's search API, built with Python a…
52166
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
52167
danielrosehill
An MCP server for audio-to-text transcription using Google's Gemini API via Ope…
52168
Quartalis
A minimal MCP server with calculator and memory store tools, ready to use with …
N/A N/A
52169
ahmedabdirahman1-max
safe-sql-mcp Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
N/A N/A
52170
spajjuri.pro
vsfclubnew1 Claim
N/A N/A 95
52171
dengxuhui
igpsport-mcp Claim
Analyze iGPSport cycling data with natural language, computing derived training…
N/A N/A
52172
sjgant80-hub
barberhq-mcp Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
N/A N/A
52173
goosefly99
A local MCP server that records completed tasks to daily JSONL files and promot…
N/A N/A
52174
groundcobra009
Unofficial MCP server for Yahoo! Transit that provides Japanese train route sea…
52175
shndo1337
MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…
52176
zhuqingyv
mcp-ding Claim
MCP server for macOS native notifications with 67 AI brand icons and system sou…
N/A N/A
52177
amp-rh
A production-ready FastMCP server template with modular architecture for buildi…
81
52178
datdtpl-maker
Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…
52179
signaltech-org
Discover and call every paid API on the bolthub marketplace with automatic L402…
N/A N/A
52180
emailens-mcp
emailens-mcp Claim
# @emailens/mcp MCP server for email compatibility analysis. Analyze, preview,…
81
52181
agenticledger
Enables AI assistants to query the Canton Network blockchain explorer through t…
81
52182
Cbrown35
Enables natural language management of 20i web hosting services, including doma…
52183
SamtheIII
Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching …
52184
EvalVis
WebRead MCP Claim
Enables AI assistants to read webpages and perform web searches using DuckDuckG…
52185
rajivdatta
mcp-adf Claim
Enables interaction with Azure Data Factory instances, allowing users to list, …
52186
Abhishekv87bit
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
N/A N/A 95
52187
mcostigliola321
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
52188
unfakable
Document verification MCP server enabling AI agents to verify file authenticity…
N/A N/A
52189
Acharya-Arvind
A distributed MCP server architecture with a master aggregator that orchestrate…
81
52190
mohsinmshabbir
Ask about the Saudi economy in plain English or Arabic. No API key or database …
52191
guangxiangdebizi
Facilitates retrieval and parsing of Chinese central government policies from g…
52192
gastonmorixe
Exposes a standardized web search tool via Brave Search for MCP clients like Co…
52193
IBM
Provides a modular MCP server to integrate with IBM Data Intelligence services,…
52194
LokiMCPUniverse
Enables reading and writing to Tableau Server or Tableau Cloud via the REST API…
52195
amarshiv86
Enables SRE operations through natural language, providing tools to query SLO s…
52196
wolfcao
A local-first MCP server providing persistent, project-scoped and global memory…
N/A N/A
52197
Ryan3719
aseprite-mcp Claim
MCP server for controlling Aseprite from Codex, wrapping its native CLI and Lua…
N/A N/A
52198
AlexLin1234
Enables searching and exploring millions of items from the Smithsonian Institut…
52199
nzxhuong
Enables hybrid keyword and semantic search over ModernGL documentation using FT…
N/A N/A
52200
ybolduc
The world's first forensic FX audit MCP server. Detects hidden bank fees, undi…
N/A N/A
Showing 52151–52200 of 66502 servers