MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29768
Scored
2112
Verified
16952
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54251
carlyou
A community-maintained MCP server for interacting with PagerDuty accounts, enab…
54252
waymarks
Waymark Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
N/A N/A
54253
Delpha-Assistant
Enables AI-driven data quality operations such as validation, enrichment, and d…
54254
oddbit
Enables AI assistants to create and manage short URLs via the MCP protocol, wit…
N/A N/A
54255
ankit-verma-209171
An MCP server that gives AI agents direct access to developer.android.com — sea…
54256
ftaricano
Combines Gmail and Google Calendar operations with multi-account OAuth, attachm…
N/A N/A
54257
gamzesirin
Fetches, summarizes, and analyzes Turkish news from multiple RSS sources using …
54258
xhuw
An MCP server for spawning and managing bash commands asynchronously. Run multi…
N/A N/A
54259
fastmcp-me
CortexGraph Claim
A Model Context Protocol (MCP) server providing human-like memory dynamics for …
N/A N/A
54260
grobinson3108
A single MCP server that fronts multiple REST APIs, each configured via environ…
54261
hazoservices
gotimer-mcp Claim
81
54262
manish-coder-1007
A Model Context Protocol (MCP) server for Tableau Server. Enables AI assistants…
54263
xiayumu034-crypto
Enables AI-powered 1688 wholesale sourcing with intelligent product search, pri…
N/A N/A
54264
GSA-TTS
Enables LLMs to query and analyze government website analytics from analytics.u…
54265
jleechanorg
mcp_mail Claim
A mail-like coordination layer for coding agents, providing identities, inbox/o…
54266
kripala
A standardized Model Context Protocol server for interacting with PostgreSQL da…
54267
mparth14
Enables AI assistants to understand and analyze Spring Boot codebases through s…
N/A N/A
54268
Edison-Watch
open-edison Claim
Deterministic agentic data firewall that secures, monitors, and controls AI age…
54269
sgasser
Enables AI assistants to draft content such as PR descriptions, tickets, or mes…
N/A N/A
54270
Exploratory-Projects
MCP server that enables AI agents to instantly understand, generate pattern-awa…
N/A N/A
54271
l0kifs
Manages a persistent todo list with SQLite storage, reminder notifications, and…
N/A N/A
54272
fastmcp-me
Enables querying and analysis of stock and cryptocurrency data, including marke…
54273
maryamtb
Rook Claim
Save anything from your AI chats to Rook, the notes app for code. With one tool…
N/A N/A
54274 N/A N/A 95
54275
MCP-Mirror
Enables access to WeatherXM PRO weather station data, including real-time obser…
81
54276
ahmadsoliman
Enables listing and triggering n8n workflows, and calling webhooks via the Mode…
54277
dbtkd1801
chat Claim
N/A N/A 95
54278
zly1203
Peek Claim
Enables AI agents to take screenshots of local web pages and capture user-selec…
N/A N/A
54279
kairogenai
Kairogen MCP Claim
MCP server for Kairogen that enables generating images and videos with various …
54280
a-kabe-1qio
Full automation for Japan's SSW visa. 42 MCP tools for application pattern dete…
81
54281
samitugal
Connects Claude to your Strava account so you can query your activities, stats,…
54282
OlegVasilievCS
An MCP server bridging AI agents with enterprise productivity suites, enabling …
N/A N/A
54283
bjorndavidhansen
Enables Claude Desktop to access and manage Google Ads data, including campaign…
54284
pietrodileo
MCP server that enables AI assistants to interact with InterSystems IRIS databa…
54285
michaelzrork
Provides AI assistants with access to Google Workspace APIs including Sheets, C…
54286
carljmosca
An MCP server running in the browser via WebAssembly, providing tools like getC…
N/A N/A
54287
civdata
Query US environmental compliance data — 6.8M+ regulated facilities and 1M+ vio…
81
54288
aitor-alt
pixel-squads Claim 1
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
N/A N/A 83
54289 N/A N/A 95
54290
Suchit-Chaudhari
Enables fetching jokes (e.g., Chuck Norris jokes) via the Model Context Protoco…
54291
amcheste
overleaf-mcp Claim
Enables editing Overleaf projects from Claude, with tools to list, read, edit, …
54292
ak123aryan
Dalal Street MCP server connects to Indian stock market data, delivering live N…
81
54293
hongwenwang36-eng
Enables automated control of Ansys Workbench, Mechanical, and MAPDL through scr…
N/A N/A
54294
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
N/A N/A
54295
VoTrongHoang-Dyor
Enables AI agents to read and write structured, human-verified wiki knowledge i…
N/A N/A 95
54296
klein-business
Cite-grade German legal-text infrastructure for LLM agents, providing access to…
54297
NoBanks
MCP server for Postscript SMS marketing platform, enabling AI agents to query s…
54298
ecidk
Supercharge Claude Desktop with bulk analysis of 1500+ user research calls, val…
54299
SeoNaRu
Provides access to inspirational quotes through a free API, enabling users to r…
81
54300
ufo2243
nba-mcp Claim
MCP server for NBA live data and stats, providing read-only tools to query live…
Showing 54251–54300 of 54421 servers