MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55751
yestharanthony-png
Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This M…
55752
waqarkaleemkhan
decisions Claim
Verified US tax and money decision tools: verdict plus a pre-filled deep link t…
55753
firish
A native Visual Studio 2026 extension implementing Claude Code's IDE integratio…
N/A N/A
55754
Tempreon
Person-owned, portable AI memory as a remote MCP server, readable and writable …
55755
pleibers
quick-search Claim
A FastMCP server for bounded, keyword-driven repository context search, enablin…
N/A N/A
55756
NTinfinitumnihil
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
55757
Deep-Insight-Labs
MCP server for TuringWell, the agent-native Q&A platform for executable, verifi…
N/A N/A
55758
luthersystems
Enables interaction with Buildium property management software through natural …
N/A N/A
55759
axiosdevs
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
N/A N/A
55760 N/A N/A 95
55761
tina4stack
Enables Claude to compile, run, and interact with Pascal/Delphi desktop applica…
N/A N/A
55762
shgsousa
A web-based search interface using DuckDuckGo's search API, built with Python a…
55763
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
55764
danielrosehill
An MCP server for audio-to-text transcription using Google's Gemini API via Ope…
55765
Quartalis
A minimal MCP server with calculator and memory store tools, ready to use with …
N/A N/A
55766
ahmedabdirahman1-max
safe-sql-mcp Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
N/A N/A
55767
spajjuri.pro
vsfclubnew1 Claim
N/A N/A 95
55768
dengxuhui
igpsport-mcp Claim
Analyze iGPSport cycling data with natural language, computing derived training…
N/A N/A
55769
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
55770
goosefly99
A local MCP server that records completed tasks to daily JSONL files and promot…
N/A N/A
55771
groundcobra009
Unofficial MCP server for Yahoo! Transit that provides Japanese train route sea…
55772
shndo1337
MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…
55773
zhuqingyv
mcp-ding Claim
MCP server for macOS native notifications with 67 AI brand icons and system sou…
N/A N/A
55774
amp-rh
A production-ready FastMCP server template with modular architecture for buildi…
81
55775
datdtpl-maker
Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…
55776
signaltech-org
Discover and call every paid API on the bolthub marketplace with automatic L402…
N/A N/A
55777
emailens-mcp
emailens-mcp Claim
# @emailens/mcp MCP server for email compatibility analysis. Analyze, preview,…
81
55778
agenticledger
Enables AI assistants to query the Canton Network blockchain explorer through t…
81
55779
Cbrown35
Enables natural language management of 20i web hosting services, including doma…
55780
SamtheIII
Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching …
55781
EvalVis
WebRead MCP Claim
Enables AI assistants to read webpages and perform web searches using DuckDuckG…
55782
rajivdatta
mcp-adf Claim
Enables interaction with Azure Data Factory instances, allowing users to list, …
55783
Abhishekv87bit
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
N/A N/A 95
55784
mcostigliola321
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
55785
unfakable
Document verification MCP server enabling AI agents to verify file authenticity…
N/A N/A
55786
Acharya-Arvind
A distributed MCP server architecture with a master aggregator that orchestrate…
81
55787
mohsinmshabbir
Ask about the Saudi economy in plain English or Arabic. No API key or database …
55788
guangxiangdebizi
Facilitates retrieval and parsing of Chinese central government policies from g…
55789
gastonmorixe
Exposes a standardized web search tool via Brave Search for MCP clients like Co…
55790
IBM
Provides a modular MCP server to integrate with IBM Data Intelligence services,…
55791
LokiMCPUniverse
Enables reading and writing to Tableau Server or Tableau Cloud via the REST API…
55792
amarshiv86
Enables SRE operations through natural language, providing tools to query SLO s…
55793
wolfcao
A local-first MCP server providing persistent, project-scoped and global memory…
N/A N/A
55794
Ryan3719
aseprite-mcp Claim
MCP server for controlling Aseprite from Codex, wrapping its native CLI and Lua…
N/A N/A
55795
AlexLin1234
Enables searching and exploring millions of items from the Smithsonian Institut…
55796
nzxhuong
Enables hybrid keyword and semantic search over ModernGL documentation using FT…
N/A N/A
55797
ybolduc
The world's first forensic FX audit MCP server. Detects hidden bank fees, undi…
N/A N/A
55798
pipeworx-io
Enables searching, querying, and inspecting Honolulu GIS open geospatial datase…
55799
gregorydickson
memory-graph Claim
N/A N/A 95
55800
FabG
mcp-server Claim
Provides instructions and code to set up an MCP server using FastMCP, enabling …
N/A N/A
Showing 55751–55800 of 66495 servers