MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62501
iflow-mcp
mcp-hydra Claim
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
N/A N/A
62502
olyjoshe
Enables Claude to access BlitzAPI's B2B data endpoints, allowing sales reps to …
62503
radostkali
Enables GitLab integration through MCP, supporting code review and project mana…
N/A N/A
62504
souhailmerroun-recyclebin
mcp-browser Claim
Exposes Playwright browser automation as MCP tools, enabling AI assistants to c…
N/A N/A
62505
rjeans
Provides read-only access to Banktivity 8 personal finance databases, enabling …
N/A N/A
62506
qirabot
@qirabot/mcp Claim
Enables AI assistants to control mobile and desktop devices with natural langua…
62507
bis-code
Transcribe audio/video files using Groq-hosted Whisper with word-level timestam…
N/A N/A
62508
alexfu
mcp-ynab Claim
FastMCP server that exposes the YNAB API for budget management, enabling intera…
62509
pickstar-2002
Enables comprehensive video file analysis including extracting metadata, stream…
N/A N/A 95
62510
drifthoundhq
Enables Claude to discover and understand infrastructure-as-code drift by listi…
62511
karlost
MCP server for Freelo project management API, enabling task and project managem…
62512
kakunin-ai
kakunin-mcp Claim
Enables AI agents to self-verify their authorized scope, check risk scores, and…
62513
pipeworx-io
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
62514
rajkumaranbu07
cf-ai Claim
N/A N/A 95
62515
diegobit
MCP server to manage your Aranet4 CO2 sensor, enabling scanning, data fetching,…
N/A N/A
62516
dtlele
Enables browser automation using Playwright, including navigation, screenshots,…
N/A N/A
62517
ars-system
Provides secure OAuth2-based credential management for MCP servers, allowing ag…
N/A N/A
62518
bailur
Enables AI assistants to validate and standardize US addresses using the offici…
62519
kallusuvaidyam
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) …
62520
seotesting-com
Integrates with Google Search Console to enable querying search analytics, comp…
N/A N/A
62521
mailerlite
Enables customer feedback management by integrating with Canny.io, supporting b…
62522
RPasquale
MCP server to connect Claude Code, Codex, or Cursor to the Lightbulb Partners A…
62523
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
62524
asoc-trust
Provides agent certification and trust verification tools for AI agents, enabli…
81
62525
lodado
A multi-persona code review tool that leverages AI agents with distinct experti…
N/A N/A
62526
horsfallnathan
A Model Context Protocol server that provides programmatic access to Firefly II…
62527
budgetfitter
BudgetFitter Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
81
62528
dotdigitize
A local MCP-style server for managing task records and seeded documents through…
N/A N/A
62529
nous-ehr
athenahealth DataView, API, and workflow tools for Claude Code with learning lo…
N/A N/A 95
62530
Lee-Becky
mcp_test Claim
N/A N/A 95
62531
agungadipurwa
Enables AI assistants to analyze log time data from various sources to summariz…
N/A N/A
62532 N/A N/A 95
62533
pipeworx-io
Provides curated international news feeds with tools to list, read, and fetch R…
62534
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
62535
FojleRabbiRabib
A lightweight MCP server that enables AI coding assistants to interact with Goo…
N/A N/A
62536
maestra-io
A read-only MCP server for Elasticsearch 7.10 clusters, providing tools for clu…
62537
ssm32613-ui
rasa Claim
N/A N/A 95
62538
opendatahub-io
An MCP server that enables AI agents to interact with Red Hat OpenShift AI envi…
62539
kwenhwang
Provides real-time hydrological data from Korea's Flood Control Office via MCP …
62540
sinofseven
A simple MCP server for utilizing prompts defined in YAML files.
N/A N/A
62541
as7722314
Enables reading, writing, editing, and converting Office documents (ODT, DOCX, …
N/A N/A
62542
MiggiV2
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
62543
laoluojuhai
Enables AI assistants to inspect, modify, export, and validate design documents…
N/A N/A
62544
ttekun
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
62545
axelterrier
Enables interaction with Lidarr music collection management through natural lan…
81
62546
badchars
Security scanning for MCP servers from the inside out. Provides runtime inspect…
N/A N/A
62547
ProofStreamai
Enables AI agents to dispatch human verifiers for physical world tasks like pro…
62548
DrAlexHarrison
fb-assist Claim
Privacy-preserving feedback co-author for Claude Code that redacts sensitive da…
N/A N/A
62549
tinyxia
MCP server for reading and sending iMessages on macOS. Exposes iMessage history…
N/A N/A
62550
reanimatedead
edinet-mcp Claim
Lets AI assistants query normalized financial statements (P/L, B/S, C/F) of 3,6…
Showing 62501–62550 of 66455 servers