MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35451
bbuchsbaum
EcoOracle Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
35452
ppandrangi
Enables interaction with Datadog APIs through natural language, supporting full…
35453
runxhq
runx Claim
The governed runtime for agent skills. Search the catalog and inspect a skill b…
35454
Noriget
AgentPing Claim
Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: se…
35455
Apageoflove
Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge gr…
N/A N/A
35456
IdaAkiwumi
Provides AI agents with real-time system monitoring and control for creative wo…
N/A N/A
35457
intuit
A comprehensive Model Context Protocol server providing full CRUD operations fo…
N/A N/A
35458
jaydenk
Enables AI assistants to read and create Fantastical calendar events on macOS u…
N/A N/A
35459
clauxel
AI agent run monitoring with incident replay and SLA receipts.
35460
conorbronsdon
Search the Podcast Index: podcasts, episodes, person appearances, trending, fee…
N/A N/A
35461
Jackdrakes
hello-mcp Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
N/A N/A
35462
simonrueba
Tripwire Claim
A local MCP server that auto-injects relevant context into file reads when an a…
N/A N/A
35463
Willyfab
Search, recommend & buy travel eSIM data plans for 190+ destinations via AI age…
35464
aws-samples
Integrates Checkov, Semgrep, Bandit, and ASH to provide comprehensive code secu…
N/A N/A
35465
Taardisaa
angr-api-mcp Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
N/A N/A
35466
MCP-Mirror
Enables AI assistants to execute AWS CLI commands and retrieve service document…
81
35467
schachan
An MCP server that enables AI assistants to query databases, execute SQL, and m…
35468
mxz-dddd
mcp-toolmux Claim
Proxy-style MCP tool multiplexer that aggregates multiple downstream stdio MCP …
N/A N/A
35469
magnus919
mcp-shlink Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
35470
Smartling
A Docker-based MCP server wrapping the Smartling CLI, enabling natural language…
N/A N/A
35471
Bandwidth
Official MCP server for interacting with Bandwidth APIs (messaging, voice, numb…
35472
Switchboard666
Enables AI assistants to interact with HaloPSA data through secure OAuth2 authe…
81
35473
vltansky
Captures and queries browser console logs from all tabs, enabling AI assistants…
N/A N/A
35474
Feyfa
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
35475
gorlomi-enzo
Provides global weather data (current conditions, forecasts, air quality) witho…
35476
pingera
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
35477
saleshandy
Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS …
N/A N/A
35478
AIops-tools
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
N/A N/A
35479
davidmosiah
WHOOP MCP Claim
Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and …
N/A N/A
35480 N/A N/A 95
35481
hhhashexe
A zero-trust security guardrail for AI agents that scans external endpoints and…
35482
gapra
useVyre component context for AI agents — valid props, variants, anti-patterns,…
N/A N/A
35483
thrain-ai
askhuman Claim
Give agents an ask_human tool: escalate decisions to real people and get judgme…
N/A N/A
35484
AboJad2026
Enables AI assistants to interact with Unity Editor through the Model Context P…
N/A N/A 95
35485
cunzai97
A lightweight vector-based memory system for AI agents with tools to store, sem…
35486
hannoeru
hass-mcp Claim
Enables controlling and querying Home Assistant devices and services via natura…
35487
met-claude
meteor Claim
Ejecuta Mets, gestiona contactos y tareas, y lee los datos de tu workspace.
35488
TheBarmaEffect
Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
N/A N/A
35489
acjlabs
Checks x402 Bazaar resource listings against the public discovery catalog and f…
35490
adamzacharia
An MCP server providing tools to query gravitational wave data from GraceDB and…
N/A N/A
35491
andrehocsis
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
35492
desklamp-developers
Clueso Claim
Make videos and docs with your AI agent — describe what you need, every output …
35493
ValoriaTechnologia
wikijs-mcp Claim
MCP server to search and read documentation pages from a WikiJS instance via it…
81
35494
3xcaffeine
VaultAssist Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
35495
mossydidar
Connects Claude to your Strava fitness data, enabling natural language queries …
35496
adamselzer
Deterministic SNAP eligibility logic, exposed as auditable Model Context Protoc…
35497
amienbou121
Self-hosted MCP server that provides web scraping and crawling tools, integrati…
N/A N/A
35498
nexgendata-apify
B2B lead generation tool: search Google Maps by 'plumbers in Austin', get back …
81
35499
abdulhadi-98
mautic-mcp Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
81
35500
AperionAI
Governance engine for MCP tool calls, providing deterministic rule enforcement …
N/A N/A
Showing 35451–35500 of 67181 servers
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