MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24751
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
24752
BullrunData
Recession probability, capital rotation scoring, and economic data API
N/A N/A
24753
iamvirul
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
N/A N/A
24754
theYahia
moysklad-mcp Claim
MCP server for MoySklad (МойСклад) — products, stock, orders, counterparties.
N/A N/A
24755
caubequay010
mcp-proxy Claim
N/A N/A 95
24756
kelnix
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
81
24757
formforai
Enables AI clients to create multi-field forms, send approval requests via emai…
24758
chiark-ai-dev
chiark-mcp Claim
Find the most reliable AI agent for any task. Search 2,000+ agents across A2A …
24759
Reddit trend data over time, with growth for any topic or brand. Free key at tr…
67
24760
MCP-Mirror
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
N/A N/A 95
24761
Aakashbhardwaj27
AI Scanner Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
N/A N/A
24762
asachs01
A Model Context Protocol server that enables natural language querying of Kasey…
81
24763
d1dx2025
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
81
24764
ZephyrDeng
A Model Context Protocol server that enables AI assistants to interact with Git…
81
24765
1182872360
Enables firewall policy governance by querying CMDB assets and auditing Panoram…
81
24766 N/A N/A 95
24767
codelipenghui
mcp-mat Claim
Headless Eclipse MAT MCP server for Java heap dump analysis
N/A N/A
24768
radi-totev
AgentAuth Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
N/A N/A 75
24769
merryAI-dev
slack-qa-mcp Claim
Integrates Slack channels and Slack Lists to automate bug report scanning and Q…
24770
rog0x
env Claim
Dotenv parser, ports, system info for AI agents
N/A N/A
24771
dick571
suna Claim
N/A N/A 95
24772
KorovkoAlexander
nsys-mcp Claim
Enables GPU profiling and performance analysis via NVIDIA Nsight Systems, allow…
N/A N/A 95
24773
Polaralias
Enables interaction with ClickUp project management platform through the Model …
N/A N/A 95
24774
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
N/A N/A 95
24775
TheNextGenNexus
Search court records, patents, and trademarks for legal research
N/A N/A 83
24776
NyxToolsDev
Bridges DICOM, HL7v2, and FHIR with cross-standard mapping and optional PACS co…
N/A N/A
24777
cyanheads
MCP server for Hacker News — feeds, threads, users, and search via Firebase and…
24778
JigsawStack
Scrape any website instantly and get consistent structured data in seconds with…
N/A N/A 95
24779
tycana
Tycana Claim
Your AI assistant is brilliant but amnesiac. Every conversation starts from zer…
N/A N/A 95
24780
jr551
zai Claim
N/A N/A 95
24781
tomjwxf
Offline receipt verifier. Ed25519 signature verification without contacting any…
N/A N/A 95
24782
susancodes55
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
N/A N/A 95
24783
Balladic Claim 1
Fluid cowork platform. Synthesizes work data across boundaries, with project tr…
67
24784
toreva
kit Claim
Non-custodial execution primitives for DeFi on Solana. 1 bps to open. Everythin…
24785
xie38388
A transparent proxy and execution firewall that intercepts and audits AI agent …
81
24786
FloB95
QRcodly Claim
Create, manage, and share QR codes and short URLs
24787
manoharanRajesh
python-version Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 83
24788
TylerFlar
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
N/A N/A
24789
ayeschully
Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 6…
24790
MrDgbot
Enables AI to directly read and analyze Lanhu design drafts and requirement doc…
24791
swesmith-repos
Provides controlled access to llms.txt documentation files through MCP tools, a…
81
24792
securecheckio
Enables searching over 5,400 Solana hackathon projects and 84,000 crypto archiv…
24793
kluster-ai
Enables fact-checking of AI responses against reliable sources and validation o…
81
24794
sankaHQ
A Model Context Protocol server that integrates the Sanka TypeScript SDK to pro…
24795
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
24796
MoseLu
mcp-swarm Claim
A multi-model agent swarm coordinator that automatically selects the most suita…
24797
jarciahdz111
Provides complete control over Dokploy infrastructure with 463 tools for managi…
24798
piiiico
AgentLair Claim
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/re…
24799
rog0x
i18n Claim
Locale detect, translations, plurals for AI agents
N/A N/A
24800
victorqnguyen
Enables users to search and read Esri developer documentation, ArcGIS Pro help,…
Showing 24751–24800 of 30006 servers
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