MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34251
jakubkrzysztofsikora
Enables AI agents to start and stop full-screen recordings on macOS using FFmpe…
N/A N/A
34252
knocklabs
Enables AI assistants to manage notification infrastructure—workflows, channels…
N/A N/A
34253
cyberkillua
Provides live football match data from Sofascore, including formations, injurie…
N/A N/A
34254
abhinavag-svg
Enables Claude to interact with Apple apps on macOS including Mail, Calendar, C…
N/A N/A
34255
tamilts124
Zero-dependency MCP server that provides AI models with secure read/write/exec …
N/A N/A
34256
yazzang-homelab
colab-fleet Claim
Enables offloading heavy CPU/ML workloads to free Google Colab from any MCP cli…
N/A N/A
34257
fastmcp-me
Enables conversational AI assistants to help users discover movies, find showti…
N/A N/A 95
34258
narekmalk
safedb-mcp Claim
Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrai…
34259
dennisonbertram
A complete ethers.js v6 wrapper for Claude with 40+ tools for Ethereum blockcha…
N/A N/A
34260
01ai-Admin
Enables creation, verification, and evolution of cryptographically verifiable A…
N/A N/A
34261
CSOAI-ORG
telecom-ai Claim
MCP server for telecom AI with built-in EU AI Act compliance, part of the MEOK …
N/A N/A
34262
kofujimura
tctc-mcp Claim
Exposes ERC-7303 token-controlled roles to AI agents, enabling permission check…
34263
adilzuberi
Enables AI agents to read and write a local-first knowledge base of plain markd…
34264
sabriotcore-code
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
81
34265
velrys
Enables querying NG-ZORRO (Ant Design for Angular) documentation and examples v…
34266
StepIntoVision
Provides AI assistants with access to visionOS development articles from stepin…
34267
ggui-ai
ggui Claim
Enables AI agents to generate and serve ephemeral, interactive user interfaces …
N/A N/A
34268
1EchA
Enables AI coding agents to persist structured long-term memory (gotchas, archi…
N/A N/A
34269
bobmatnyc
slack-mpm Claim
MCP server for Slack workspace integration, exposing 40+ Slack operations as to…
N/A N/A
34270
minhlucvan
An MCP server that provides browser automation capabilities, enabling LLMs to c…
N/A N/A 95
34271
Kiara1616
An MCP server for autonomous AI agents to scan and detect hardcoded secrets, AP…
N/A N/A
34272
sabiertas
Enables AI assistants to manage Bricks Builder pages, templates, and elements v…
34273
jaeuk-mrt
A Korean-centric MCP server for storing code review results and managing tasks,…
N/A N/A
34274
linhanhan227
A Python-based MCP server for file operations, web search with fallback, and ta…
34275
PkLavc
mcp-brasil Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
81
34276
nukk-pain
ullage Claim
Manage your wine cellar through natural language with your AI agent, including …
N/A N/A
34277
8899you
claude Claim
N/A N/A 95
34278
doominkim
Fetches and searches structured JSON feeds from 7 tech sources including GeekNe…
34279
UmutKDev
mal-mcp Claim
Exposes a user's MyAnimeList data (watch list, scores, statistics) as MCP tools…
34280
norus
Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural…
34281
ZoezoeCookie
mcp-luopan Claim
Provides tools for Bazi (Chinese astrology) chart calculation and analysis, ena…
34282
andretaki
Complete 49 CFR 172.101 hazmat table lookup with special-provision decoding, ci…
N/A N/A
34283
NerdSnipe-Inc
An MCP server that gives AI agents full access to Follow Up Boss CRM via natura…
34284
mcpflow
workos-mcp Claim
This MCP server allows agents to interact with the WorkOS API.
34285
pipeworx-io
mcp-destatis Claim
Enables querying Germany's official statistics from Destatis GENESIS-Online thr…
34286
anshajk
A boilerplate for deploying a remote MCP server on Google Cloud with authentica…
34287
cyanheads
MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-acce…
69
34288
wyre-technology
blumira-mcp Claim
An MCP server for Blumira SIEM platform, enabling management of security event …
34289
sveselaj
Nervora Claim
A secure MCP gateway for enterprise AI tool execution, enabling governed invoca…
34290
aresyn
Durable MCP control plane for long-running Codex Desktop tasks.
N/A N/A
34291
Frank-Tech
Generates FastMCP tools for PostgreSQL DML operations (insert, select, update, …
34292
aleayrees-com
Enables e-commerce operations such as product search, price updates, and order …
34293
sjgant80-hub
kardv5-mcp Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
34294
qubit999
ha-mcp Claim
A self-hosted MCP server for Home Assistant that exposes full control over enti…
N/A N/A
34295
NischithIsAFK
Enables running a remote MCP server on Cloudflare Workers with OAuth authentica…
N/A N/A
34296
gioenjoy
Enables reading products, checking approval statuses, and analyzing feeds acros…
34297
kweinmeister
A high-performance Model Context Protocol server that provides text diffing cap…
N/A N/A
34298
equinixnetworkedge
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
N/A N/A 95
34299
Racimy
A comprehensive MCP server that enables users to interact with Letterboxd for s…
N/A N/A 95
34300
artfulhacker
A Model Context Protocol (MCP) server that provides seamless integration with t…
Showing 34251–34300 of 66549 servers
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