MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46951
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
46952
ProofStream Claim 1
Dispatch a human verifier to physically verify anything in the real world. For …
N/A N/A 81
46953
archoor
painspotter Claim
AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with…
46954
Footics
Footics MCP Claim
Enables AI assistants to interact with the Footics World Cup 2026 prediction ga…
46955
wallet-io
keygenix-mcp Claim
Non-custodial TEE key management and signing for AI agents, supporting multiple…
46956
kar69-96
agentpay Claim
AI agent payments with human approval. Local-first, encrypted credentials, budg…
N/A N/A 83
46957
runpod
RunPod Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
N/A N/A 95
46958
henryurlo
fix-mcp Claim
MCP server for AI-assisted trading operations, enabling agents to diagnose and …
46959
ChharithOeun
Provides efficient knowledge-graph queries and unrestricted shell delegation fo…
N/A N/A
46960
PedramMadani
EU AI Act compliance in your editor: classify risk, cite obligations, draft Art…
N/A N/A
46961
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
N/A N/A 95
46962
Software-As-Content
Give your AI agent the ability to respond with live, interactive apps that evol…
N/A N/A
46963
djtellado
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
N/A N/A
46964
Ritesh-Goyal
A production-ready template for building Model Context Protocol servers in Pyth…
46965
taskforcehq
Taskforce Claim
Task and planning workspace for humans collaborating with AI agents
46966
flomio
PassNinja Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
N/A N/A
46967
lethanhbinh3920
personal Claim
N/A N/A 95
46968
Interactive programming teacher using Scrimba's methodology for 10x retention
N/A N/A 81
46969
mkebiclioglu
A Model Context Protocol server that exposes Formlabs Local API to AI tools, en…
46970
ChristianPresley
An MCP server wrapping urlscan.io and VirusTotal APIs to enable AI agents to pi…
46971
jiaxiongjiang913-boop
demeter-mcp Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
N/A N/A
46972
1AQuantum
Provides AI assistants with advanced frontend debugging capabilities through 36…
N/A N/A 95
46973
Augustas11
AntFeed Claim
Discover and transact on the AntSeed P2P AI network from any MCP-compatible age…
N/A N/A
46974
AI-powered Amazon ECS workload management
N/A N/A 81
46975
BuyWhere
catalog-api Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
46976
jaredmoskowitz
imessage-mcp Claim
A read-only MCP server that exposes your iMessage data to Claude Code and Claud…
N/A N/A
46977
pierreosbeck-cmd
A local MCP server for managing SaaS projects with planning, operations, and se…
N/A N/A
46978
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
81
46979
Baktun-Studio
Approved acceptance criteria served over MCP to Claude Code, Cursor, or Codex. …
N/A N/A
46980
abhiyoheswaran1
projscan Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
N/A N/A
46981
Leviathan0x0
Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40…
N/A N/A 95
46982
jmagar
Apprise RMCP Claim
Rust MCP server and CLI for Apprise notification fan-out across dozens of deliv…
N/A N/A
46983
Johnserf-Seed
SportteryAPI Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
46984
etairl
MCP server for parallel browser automation across multiple providers.
N/A N/A
46985
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
N/A N/A 95
46986
SilviaWeinzettel
Lets Claude read your Trello boards, lists, and cards via a remote MCP server.
46987
hederatoolbox Claim 1
Hedera blockchain intelligence for AI agents. 23 tools, 7 modules. HBAR micropa…
N/A N/A 76
46988
jrlprost
filoo-mcp Claim
Create short links, fetch click analytics, and generate QR codes via the filoo.…
N/A N/A
46989
HO44-PROJECT
JMRI MCP Claim
JMRI voice/chat control for DCC model railroads
N/A N/A
46990
formegifts
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
46991
mayank2012
A starter MCP server for Actionstep-style conveyancing automation, providing ex…
46992
omcar04
A Python-based MCP server for Claude Desktop that enables you to save, append, …
N/A N/A
46993
archergate-mcp
Archergate Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
N/A N/A 95
46994
smartmemory
Enables AI coding agents to execute formal, stateful workflows with typed contr…
N/A N/A
46995
asklokesh
Servicenow Claim
A highly customizable MCP server for ServiceNow API integration
N/A N/A 83
46996
Rocket-Venture-Labs
Voris Claim
Voris privacy-native web analytics for AI agents: query metrics & citations, sc…
N/A N/A
46997
synaptixs
Spine Claim
Exposes a governed, provenance-grounded autonomous delivery pipeline as an MCP …
46998
NimbleBrainInc
Search and resolve MCP server packages on the mpak registry, enabling agents to…
46999
proxenio
Enables AI agents to discover and interact with Proxenio's verified intent netw…
47000
CSOAI-ORG
calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 46951–47000 of 66518 servers
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