MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45751
Moddable-Games
15 tools for chess variant analysis, hex map generation, and board game utiliti…
45752
Younghef
nutriref Claim
Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).
N/A N/A
45753
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
N/A N/A 95
45754
Adi-204
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
N/A N/A
45755
kuyen-labs
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
45756
madeonsol
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
81
45757
kamath
Provide a scaffold for building MCP servers with integrated AI and environment …
N/A N/A 95
45758
abhiyoheswaran1
agentloopkit Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
N/A N/A
45759
SamuraiBuddha
A Model Context Protocol server implementation for Autodesk Construction Cloud …
N/A N/A 95
45760
wangshuai6491
Enables comprehensive PDF analysis and manipulation including page size analysi…
N/A N/A 95
45761
comparedge
ComparEdge Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
N/A N/A
45762
t8y2
dbx Claim
Query databases from AI agents using connections configured in DBX.
N/A N/A
45763
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
81
45764
Prompeteer
server Claim
N/A N/A 95
45765
raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
N/A N/A 95
45766
clauxel
Remote MCP for AI waiver checks, exception approvals, expiry review, and audit …
45767
AmanBhattShorthillsAI
An MCP server that uses Vanna AI and Azure OpenAI to translate natural language…
N/A N/A
45768
davincinewton
An extension-based MCP server that enables AI assistants to control your existi…
N/A N/A 95
45769
tendem-mcp Claim 1
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
N/A N/A 69
45770
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
45771
mateotiedra
Enables managing Wix Bookings courses and searching participants through the Wi…
N/A N/A
45772
bigbabyfilmrentals-tech
Enables agents to manage and organize local documents by listing, inspecting, e…
45773
taskforcehq
Taskforce Claim
Task and planning workspace for humans collaborating with AI agents
45774
SlaveOfGod1
Gives AI agents full control over Brave Browser, optimized for local LLMs to en…
N/A N/A
45775
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
45776
Ale007XD
nano-vm-mcp Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
45777
r-yoshikawa
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
81
45778
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
45779
ben-2wnm
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
N/A N/A 95
45780
Abraxas1010
Secure USDC payments for AI agents on Base blockchain with budget controls and …
N/A N/A 83
45781
amrendra05
Enables browser automation and web interaction through structured accessibility…
81
45782
snipework-app
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
81
45783
zooza-dev
MCP server for Zooza — class scheduling, attendance, and booking for activity b…
45784
alias8818
Enoch Claim
Operate an Enoch control plane through MCP tools
N/A N/A
45785
universal-mcp
Provides a standardized interface for interacting with Google-Sheet's tools and…
45786
TrustNotch Claim 1
Tamper-evident audit logs for AI agents: submit, fetch, and verify cryptographi…
N/A N/A 69
45787
lazymac2x
Cloudflare Workers MCP server: api-payload-auditor
45788
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
45789
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
81
45790
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
N/A N/A 81
45791
lightning-faucet
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check…
N/A N/A 95
45792
meshailabs-org
Enables Claude Code and other MCP-compatible tools to leverage MeshAI's multi-a…
81
45793
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
81
45794
nexgendata-apify
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
81
45795
questsystems-ai
fal-mcp Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
45796
Buggy1111
Local-first MCP server for Shelly smart-home devices (Gen1-Gen4): control, ener…
N/A N/A
45797
dapooleygmailcom
MCP server for high-fidelity code audits, refactoring, and architectural analys…
N/A N/A
45798
sylvainlondon136
onchain-mcp Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
45799
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
45800
opendata-cat
Servidor [MCP](https://modelcontextprotocol.io/) (Model Context Protocol) que c…
81
Showing 45751–45800 of 46053 servers
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