MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52901
kripala
A standardized Model Context Protocol server for interacting with PostgreSQL da…
52902
grobinson3108
A single MCP server that fronts multiple REST APIs, each configured via environ…
52903
sgasser
Enables AI assistants to draft content such as PR descriptions, tickets, or mes…
N/A N/A
52904
xhuw
An MCP server for spawning and managing bash commands asynchronously. Run multi…
N/A N/A
52905
xiayumu034-crypto
Enables AI-powered 1688 wholesale sourcing with intelligent product search, pri…
N/A N/A
52906
GSA-TTS
Enables LLMs to query and analyze government website analytics from analytics.u…
52907
fastmcp-me
CortexGraph Claim
A Model Context Protocol (MCP) server providing human-like memory dynamics for …
N/A N/A
52908
dbtkd1801
chat Claim
N/A N/A 95
52909
Exploratory-Projects
MCP server that enables AI agents to instantly understand, generate pattern-awa…
N/A N/A
52910 N/A N/A 95
52911
fastmcp-me
Enables querying and analysis of stock and cryptocurrency data, including marke…
52912 N/A N/A 95
52913
MCP-Mirror
Enables access to WeatherXM PRO weather station data, including real-time obser…
81
52914
ahmadsoliman
Enables listing and triggering n8n workflows, and calling webhooks via the Mode…
52915
bjorndavidhansen
Enables Claude Desktop to access and manage Google Ads data, including campaign…
52916
samitugal
Connects Claude to your Strava account so you can query your activities, stats,…
52917
zly1203
Peek Claim
Enables AI agents to take screenshots of local web pages and capture user-selec…
N/A N/A
52918
pietrodileo
MCP server that enables AI assistants to interact with InterSystems IRIS databa…
52919
adibirzu
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
81
52920
a-kabe-1qio
Full automation for Japan's SSW visa. 42 MCP tools for application pattern dete…
81
52921
OlegVasilievCS
An MCP server bridging AI agents with enterprise productivity suites, enabling …
N/A N/A
52922 N/A N/A 95
52923
Suchit-Chaudhari
Enables fetching jokes (e.g., Chuck Norris jokes) via the Model Context Protoco…
52924
michaelzrork
Provides AI assistants with access to Google Workspace APIs including Sheets, C…
52925
carljmosca
An MCP server running in the browser via WebAssembly, providing tools like getC…
N/A N/A
52926
ak123aryan
Dalal Street MCP server connects to Indian stock market data, delivering live N…
81
52927
hongwenwang36-eng
Enables automated control of Ansys Workbench, Mechanical, and MAPDL through scr…
N/A N/A
52928
PancrePal-xiaoyibao
Provides structured PubMed literature data for LLM agents, supporting search, c…
52929
openprints
Enables AI agents to browse products, upload designs, place print orders, track…
52930 N/A N/A 95
52931
novyxlabs
novyx-mcp Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
95
52932
artemoalin28-afk
Provides real-time and historical cryptocurrency market data using ccxt, with t…
52933
Magnus-Gille
Munin Memory Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
52934
cmskunkworks
app-seo-ai Claim
N/A N/A 95
52935
uchit
Regulated-industry AI compliance knowledge as MCP. 6 tools (lookup_control · cl…
N/A N/A
52936
cheqd
Enables AI agents to securely manage decentralized identities, verifiable crede…
52937 N/A N/A 95
52938
SebAustin
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
52939
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
52940
SoftwareTree
ORMCP Server Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
52941 N/A N/A 95
52942
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
52943
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
81
52944
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
52945
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
52946
rajgurung
Enforces team engineering standards across Git, code review, Rails, frontend, d…
N/A N/A
52947
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
52948
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
N/A N/A
52949
drashrafsaiyed-cyber
Control Instagram from Claude: publish photos, reels, and carousels, read accou…
52950
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
Showing 52901–52950 of 53551 servers