MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51401
Julius-Schmidt
pgx-mcp Claim
Enables real-time pharmacogenomics analysis, including variant clinical signifi…
51402
matamong
memmd-mcp Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
N/A N/A
51403
sktime
sktime-mcp Claim
An MCP server that enables LLMs to discover, reason about, compose, and execute…
51404
Oliviergg
Connects to Salesforce and enables running SOQL queries, SOSL searches, managin…
51405
d-wwei
Provides native macOS desktop automation for AI agents, enabling screen capture…
N/A N/A
51406
JAEarly
Enables searching GOV.UK by keyword and fetching latest publications using the …
51407
KirtiJha
Enables natural language interaction with Salesforce for data operations, schem…
51408
Aboudjem
sniff Claim
QA + a11y scanner: walks your running app's real user flows and reports what's …
N/A N/A
51409
databendlabs
mcp-databend Claim
Enables AI agents to connect to Databend databases safely with a session sandbo…
51410
johnpapa
starwars Claim
Provides access to the SWAPI Star Wars API, enabling users to query characters,…
51411
patronus-ai
Enables running LLM evaluations, experiments, and custom evaluators through a s…
51412
faaizshah
Enables natural language queries to a Neo4j knowledge graph built from PostgreS…
51413
ryanlahen
smithery-mcp Claim
N/A N/A 95
51414
mountain-pass
MCP server for Australian address search and validation powered by Addressr.
51415
gordonkjlee
OpenMemory Claim
AI memory engine exposed as an MCP server with structured knowledge capture, en…
N/A N/A
51416
garfield-bb
hap-mcp Claim
N/A N/A 95
51417
SmartSuiteFoundry
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
N/A N/A
51418
mattwilkerson1121
This project is a Google Analytics 4 (GA4) automation server implemented as a M…
N/A N/A
51419
fideguch
my_pm_tools Claim
Enables natural language management of GitHub Projects V2, including issue crea…
51420
0xshariq
Cross-platform MCP server and CLI for email operations, including send, read, s…
51421
universal-mcp
Provides a standardized interface for interacting with Trello's tools and servi…
51422
harshpreet931
Provides a time_now tool to retrieve the current time, enabling time-sensitive …
51423
chrisdecali
golf-reports Claim
Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTM…
N/A N/A
51424
MCPServings
legal-mcp Claim
A remotely callable MCP server for US legal research that provides tools to sea…
51425
Ruijian-Zha
Enables Claude to manage a personal todo list in Notion, with capabilities to a…
51426 N/A N/A 95
51427
Growth-Management
Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart aud…
51428
omergocmen
Enables programmatic video generation via the json2video API, supporting scene …
51429
tracegazer
clockify-mcp Claim
Clockify time-tracking MCP server: 112 tools across 18 domains (time entries, p…
51430
bashar94
Flask-based Model Context Protocol (MCP) server for Python. Drop it into any Fl…
51431
itroyano
Enables lab managers and developers to perform OpenShift Partner Labs operation…
51432
fyipedia
fyipedia-mcp Claim
Unified MCP server providing AI assistants with 53 tools from 10 developer tool…
51433
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
51434
Leev1s
aa-mcp Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
51435
Typewise
A local MCP server that breaks on demand, allowing you to test your client agai…
51436
LISTENAI
commands-mcp Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
N/A N/A
51437
trendsmcp
Provides weekly download counts and trend data for npm packages, enabling compa…
51438
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
51439
boettiger-lab
An MCP server that connects AI agents to cloud-native geospatial data via STAC …
51440
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
51441
tmcpro
framer-mcp Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
51442
RemiKG
Stomped Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
N/A N/A
51443
jasonsteinman
Jason-MCP Claim
Enables natural language interaction with JetBrains YouTrack, including issue m…
N/A N/A
51444
Backerss
Provides free web search, content fetching, image search, and deep research via…
N/A N/A
51445
pipeworx-io
Provides keyless access to NIH clinical data including ICD-10/9, RxTerms, LOINC…
51446
golproductions
check-mcp Claim
Validate any shell command before execution. AI agents call Check to know if a …
N/A N/A
51447
gigachadtrey
chatsave Claim
N/A N/A 95
51448
pace8
Test Claim
Test
N/A N/A 95
51449
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
51450
mjbeatty89
mcpserv Claim
N/A N/A 95
Showing 51401–51450 of 56925 servers