MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30024
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30501
a-kabe-1qio
Full automation for Japan's SSW visa. 42 MCP tools for application pattern dete…
81
30502
axel-belfort
Cryptographic hash generation API for AI agents. Generate MD5, SHA1, SHA256, SH…
N/A N/A 95
30503
michaelzrork
Provides AI assistants with access to Google Workspace APIs including Sheets, C…
30504
RuhamaCopilot
Enables exposing MCP tools over HTTP using Python and FastAPI, allowing AI assi…
30505
wujie272
Enables AI agents to directly control Android devices via Termux, providing 120…
N/A N/A
30506
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
30507
arielaizn
Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 s…
30508
pranav7
browser-mcp Claim
A Model Control Protocol server that enables AI agents to perform web browsing …
N/A N/A
30509
quadratik
Quadratik.AI Claim
The B2B data architecture for high‑growth teams. Leverage 100B+ validated globa…
81
30510
teto-0401
A production-ready MCP server for coding workflows on Replit, enabling file man…
30511
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
30512
dropbeacon
Drop Beacon Claim 1
MCP server for Drop Beacon (edc4me.com) — search and explore 80,000+ EDC produc…
81
30513
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
N/A N/A
30514
chirikuuka
Enables LLMs to search and retrieve Japanese real estate data through unified a…
N/A N/A
30515
DrBaher
MCP server for compare-cli: contract version diff/redline and a drift gate as a…
N/A N/A
30516
aigregator
Search, compare, and retrieve structured data on 5,336+ AI tools. Get pricing…
81
30517
lgodl7536
rsd-toy Claim
N/A N/A 95
30518
kwiknordic
An MCP server for automating Meetup event tracking with an AI agent. It equips …
N/A N/A
30519
vtmade
Streams hand-drawn Excalidraw diagrams with smooth viewport camera control and …
N/A N/A
30520
etnperlong
Enables AI assistants to manage Firefly III personal finance accounts and trans…
30521
grandgaev
kwork-mcp Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
N/A N/A
30522
Sato-Isolated
MCP server for MongoDB-powered memory bank management with multi-project isolat…
30523
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
30524
aaqqjj
Enables AI assistants to maintain persistent conversations and context between …
N/A N/A 95
30525
Cris-0k
A streamlined foundation for building Model Context Protocol servers in Python,…
81
30526
gunsnation
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
30527
mcpassure
MCP CNES Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
N/A N/A
30528
klappe-pm
Enables real estate property searches with location and criteria filtering, plu…
81
30529
dev-7bd0
55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
30530
sharplygroup
XTBApiServer Claim 1
An MCP server that exposes the XTB trading API, allowing users to interact with…
81
30531
sachicali
Provide advanced YouTube data extraction and analysis capabilities including mu…
N/A N/A 95
30532
CodeJonesW
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
N/A N/A
30533
luckeyfaraday
agentloop Claim
MCP server that enables AI agents to run a deterministic orchestration loop wit…
30534
teleomorph
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
N/A N/A
30535
autoblocksai
ctxl-mcp Claim
Personal context management for AI assistants
N/A N/A 95
30536
Claire-s-Monster
Enables comprehensive collection and analysis of ClaudeCode development session…
N/A N/A
30537
kao273183
mk-qa-master Claim
AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Ma…
N/A N/A
30538
fbdo
MCP server for business-day arithmetic with country-aware holiday calendars. It…
30539
JoursBleu
Enables MCP-compatible agents to discover and call x402 paid services from a di…
30540
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
81
30541
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
30542
ageorg06
mcp Claim
N/A N/A 95
30543
rubbish03
Generates JSON for Roblox Studio 3D models from natural language prompts using …
30544
FoundryNet
Patent search, USPTO data, patent landscape & pgvector prior-art search for age…
30545
LZF1111
An MCP server that decides whether each step of an agent requires cheap intuiti…
N/A N/A
30546
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
N/A N/A
30547
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
30548
shenjian8628
AI growth agent for technical founders. Generate and distribute content from yo…
N/A N/A 95
30549
neerajhanda
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
N/A N/A
30550
k2iser
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
Showing 30501–30550 of 61340 servers
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