MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46501
BrianDeacon
cosmosdb-mcp Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
46502
hongikjun11
Integrates with Claude Desktop to provide Korean financial data including stock…
46503
jackemerick
jotae-mcp Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
46504
hesscl
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
N/A N/A
46505
senseicoder
A read-only MCP server that gives Claude Code secure, non-invasive access to in…
N/A N/A
46506
cyrilpanicker
genai-lab Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
N/A N/A
46507
ahad-raza24
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
46508
mambalabsdev
Find the conferences and trade shows a company publicly says it attends, from i…
N/A N/A
46509
kobexi26
mcp-vision Claim
通过火山引擎方舟视觉模型为无视觉能力的主模型提供识图能力的MCP服务器,支持图片描述和文字提取。
46510
kylburns89
Enables natural language interaction with ServiceNow instances for managing inc…
N/A N/A
46511
Roast-Labs
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
46512
PushPullCommitPush
A security-first MCP server that provides LLMs with structured tools for filesy…
46513
Mas-AI-Official
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
N/A N/A
46514
rorymcdaniel
Connects MCP clients like Claude to your Mealie recipe manager, enabling natura…
N/A N/A
46515
adamruzicka
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
N/A N/A
46516
originalrashmi
RC Engine Claim
An AI-native product development pipeline that guides users from idea to shippi…
46517
vhspace
GoldenMCP Claim
A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walr…
46518
felipestenzel
mcp-tap Claim
Enables AI assistants to discover, install, configure, and manage MCP servers t…
N/A N/A
46519
lobster-kit
MCP server for LobsterVault, enabling AI agents to securely store, retrieve, ma…
N/A N/A
46520
Skyrxin
11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and C…
N/A N/A
46521
ousia-web3
냥톨로지 Claim
A read-only MCP server that interprets cat behavior signals with evidence and c…
46522
CruGlobal
Enables AI clients to manage Flightdeck projects, work items, cycles, modules, …
46523
MingGH
封装豆包 Seedream 图像生成模型为 MCP 服务,支持文生图、图生图、组图及联网搜索生图,部署在 Cloudflare Workers 上
46524
noma4i
office-mcp Claim
An MCP server that lets Claude control Microsoft Word and Excel on macOS via Ap…
N/A N/A
46525
JadenRazo
Enables AI agents to parse multi-cloud infrastructure-as-code files, query real…
N/A N/A
46526
zaakirio
Bellows Claim
Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover,…
N/A N/A
46527
0xshariq
Cross-platform MCP server and CLI for email operations, including send, read, s…
46528
fanghaoling
Multi-model adversarial design review MCP server that distributes design docume…
N/A N/A
46529
Grinv
MyAnimeList MCP server: Tenrai-powered reads plus official MAL personal-list ma…
N/A N/A
46530
FoundryNet
Weather data, forecast API, climate data, historical weather, alerts, agricultu…
46531
nadine302324-commits
Intelligence data concerning behavioral population habits.
81
46532
robocular
spawnpay-mcp Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
N/A N/A 95
46533
alexanderop
Enables querying Plausible Analytics data for website statistics, traffic, enga…
46534
cgaeking
An MCP server that enables Claude Desktop to search and read local documents vi…
N/A N/A
46535
MuhammadIshaqSkd
A basic MCP server demonstrating tool registration and SSE transport, enabling …
N/A N/A
46536
Para-FR
A Model Context Protocol server that enables Claude to interact with a Lucca in…
46537
gsccoelho
A Python MCP server that generates complete Vue 3 CRUD structures with Composit…
N/A N/A
46538
just-done
Just Domain Claim
Search domain availability and pricing, and check if a domain can transfer in, …
46539
thana0623
Automatically generates and manages a prompts system for software projects, ena…
N/A N/A
46540
mithung-vunet
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
46541
RPER2001
rigshare Claim
Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equ…
N/A N/A 83
46542
thrawn01
Enables structural code search and refactoring across 20+ programming languages…
N/A N/A
46543
FerhatDundar
MCP server for Amazon S3 and S3-compatible endpoints (LocalStack, MinIO). Singl…
N/A N/A
46544
cano721
Enables read-only MySQL database access, allowing listing databases, tables, de…
46545
ClearSkye
Enables AI agents to execute server-side JavaScript and perform CRUD operations…
81
46546
PierrunoYT
Enables high-quality AI image generation using the fal-ai/hidream-i1-full model…
81
46547
2389-research
Slack MCP Claim
Enables Slack workspace integration including channel creation, user invites, m…
46548
Verificate-Dev
Agentic code review, no signup to try: reality gates + frontier-model review, w…
46549
LarryLemonBot
Preflight checks for paid x402 and MCP tools before marketplace listing.
46550
przeslijmi
Enables AI assistants to generate realistic, synthetic test data on demand, inc…
Showing 46501–46550 of 67197 servers
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