MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39401
AleemHaider
Enables reading, publishing, commenting, direct messaging, and pulling insights…
39402
techskies11
datadog-mcp Claim
Enables AI assistants to search logs, query metrics, manage dashboards, analyze…
39403 N/A N/A 95
39404
LevSky22
MCP server for managing Nango environments, integrations, connections, and prox…
39405
fysh1010
bilibili-mcp Claim
A Model Context Protocol server that provides tools for parsing and retrieving …
39406
DressPD
crypto_mcp Claim
Provides cryptocurrency market data (prices, symbols) and a gated demo trading …
N/A N/A
39407
CSOAI-ORG
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
81
39408
Odybook
Enables AI assistants to search tours, check availability, and manage bookings …
N/A N/A
39409
sourcey
sourcey Claim
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static…
N/A N/A
39410
StaryMoon
Local-first MCP-style code memory for research repositories: enables file searc…
N/A N/A
39411
TadMSTR
vikunja-mcp Claim
A stateless FastMCP server that exposes the Vikunja REST API as MCP tools for m…
39412
gracexiaowork
Enables TestRail test management through MCP tools, allowing users to manage pr…
39413
GoPlasmatic
orion Claim
Build and operate declarative REST/Kafka services on Orion: 46 tools over the f…
N/A N/A
39414
hermai-ai
hermai-mcp Claim
Dedicated Hermai MCP server for schema lookup, request intake, and workflow cla…
N/A N/A
39415
getterdoneinc
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
39416
ServiceStack
MCP server for generating images and audio using Google's Gemini AI models.
39417
pocho23
Enables secure filesystem operations (read, write, list, search, delete) within…
N/A N/A
39418
thecleanupcrew
Captures comprehensive context about development issues and facilitates human a…
N/A N/A
39419
godrix
MCP server for GitLab REST API enabling AI agents to manage pipelines, merge re…
39420
Ninjaboy249
Integrates GitHub Copilot Agent with Azure DevOps to fetch, analyze, and report…
39421
AtlasOfLivingAustralia
Enables interaction with the Atlas of Living Australia API to search and access…
81
39422
SDillon001
A local MCP server that indexes and searches your Claude Code conversation hist…
N/A N/A
39423
jayesh-bansal
apitype Claim
Enables AI assistants to generate TypeScript types, Zod schemas, TypeBox, and J…
39424
yoonscare
Enables searching and retrieving Korean disease information and statistics from…
39425
wyre-technology
liongard-mcp Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
39426
AIWerk
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends…
N/A N/A
39427
shubham0086
Enables agents to share state via a blackboard, record and retrieve failure res…
N/A N/A
39428
ValoriaTechnologia
wikijs-mcp Claim
MCP server to search and read documentation pages from a WikiJS instance via it…
81
39429
CSOAI-ORG
Agent x402 Paywall MCP — Coinbase HTTP 402 protocol + on-chain settlement. Agen…
81
39430
ApsidD
Enables AI assistants to access files and terminal of a local computer via a pu…
N/A N/A
39431
yjm110517
jamovi MCP Claim
MCP server for controlling jamovi from MCP clients. It starts a local jamovi en…
N/A N/A
39432
InnoDay Claim 1
Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issue…
N/A N/A 81
39433
kakao
Daum Search Claim
Search the Daum index across web, video, image, blog, book, and cafe verticals.…
39434
sibilleb
A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling A…
39435
pipeworx-io
Enables searching and retrieving documents, activities, and plenary protocols f…
39436
CSOAI-ORG
Basel III + SR 11-7 + ECB TRIM AI/ML model risk management for banks deploying …
N/A N/A 81
39437
MHNahib
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
39438
ygrec-app
MCP server for searching and exporting Apple SF Symbols as true vector SVGs.
N/A N/A
39439
bilginerdem
CrawMcp Claim
Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS cha…
39440
NoAme2289-afk
Enables AI-powered creation, analysis, and visualization of Geometry Dash level…
N/A N/A
39441
QIngyuanfl
Provides an async Python server for interacting with the PubTator3 API, exposin…
39442
nechamiToledano
Enables fetching weather forecasts for Israeli cities by controlling a headless…
N/A N/A
39443
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
81
39444
CSOAI-ORG
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
N/A N/A
39445
ASMHunter Claim 1
Drive ASMHunter attack-surface monitoring from an AI agent: recon, scans, findi…
N/A N/A 69
39446
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
39447
mikeysrecipes
Enables security analysis of URLs, files, IPs, and domains using the VirusTotal…
39448
recursive
Query the Recursive AI support agent platform — pricing, features, capabilities…
81
39449
markryanbotha
An MCP server that allows AI assistants to execute SQL queries against Amazon A…
39450
hareeshkar
Institutional-grade MCP server for the Colombo Stock Exchange. Features real-ti…
Showing 39401–39450 of 64728 servers
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