MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65801
AgentAmusementPark
A2APark Claim
Public behavioral test environment for AI agents with stateful rides and signed…
— ○ ⏳ — — — — — —
65802
LinkDeal
LinkDeal Claim
Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.
— ○ ⏳ — — — — — —
65803
bughide011
test111
— ○ ⏳ — N/A N/A — 95 —
65804
samueloladji
Vaultak Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
— ○ ⏳ — — — — 81 —
65805
johangace
Provides sourced, current physical and environmental field-truth (weather, air …
— ○ ⏳ — — — — — —
65806
chaoz23
inkcheck Claim
MCP server for AI agents to compile, playtest, and exhaustively explore ink int…
— ○ ⏳ — N/A N/A — — —
65807
srvrsoorg
A basic MCP server that implements a calculate tool for arithmetic operations (…
— ○ ⏳ — N/A N/A — — —
65808
vicagbasi
Enables users to analyze, query, and modernize Microsoft SQL Server databases t…
— ○ ⏳ — — — — — —
65809
san-rat
latex-mcp Claim
An MCP server that enables LLMs to compile LaTeX documents and inspect the resu…
— ○ ⏳ — — — — — —
65810
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
— ○ ⏳ — — — — — —
65811
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
— ○ ⏳ — — — — 81 —
65812
la1av1a
Queries and compares non-covered medical fees by hospital, region, and procedur…
— ○ ⏳ — N/A N/A — — —
65813
grandamenium
Enables searching and retrieving lessons, posts, comments, and member profiles …
— ○ ⏳ — — — — — —
65814
AKzar1el
Provides tools to retrieve the GodPrompt universal system prompt and its compon…
— ○ ⏳ — N/A N/A — — —
65815
TychiWallet
Enables AI agents to perform gasless cross-chain transactions by paying with su…
— ○ ⏳ — — — — — —
65816
omerbelsayed
VisioMCP Claim
Connects Claude to Microsoft Visio to generate enterprise architecture diagrams…
— ○ ⏳ — N/A N/A — — —
65817
GarthDB
MCP server for testing GitHub Actions workflows locally using nektos/act.
— ○ ⏳ — N/A N/A — — —
65818
Null-Phnix
Claud-Ear Claim
An MCP server that gives AI agents the ability to listen to and understand musi…
— ○ ⏳ — N/A N/A — — —
65819
vito1317
MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, …
— ○ ⏳ — N/A N/A — — —
65820
AiAgentKarl
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
— ○ ⏳ — — — — — —
65821
ajtgjmdjp
MCP server for stock prices, historical data, FX rates, and ticker search, powe…
— ○ ⏳ — — — — — —
65822
davolu
A remote MCP server that provides tools to query live Meta (Facebook+Instagram)…
— ○ ⏳ — — — — — —
65823
aumsuthar
A personal MCP server split into focused servers — each loads only the tools it…
— ○ ⏳ — N/A N/A — — —
65824
NicolasAEV
Multi-stack scaffolding engine for generating production-ready module structure…
— ○ ⏳ — N/A N/A — — —
65825
schplitt
mc8yp Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
— ○ ⏳ — — — — — —
65826
GarphenGate
moltline-mcp Claim
Bridge to Moltline Studio's hosted MCP servers: code review, agent governance, …
— ○ ⏳ — — — — — —
65827
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
— ○ ⏳ — — — — — —
65828
ifmelate
Universal MCP server for extracting text from various document formats includin…
— ○ ⏳ — N/A N/A — — —
65829
marlondivino
Refines development prompts and stores semantic memory to save tokens in comple…
— ○ ⏳ — — — — — —
65830
dhtim135
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
— ○ ⏳ — N/A N/A — — —
65831
eGain
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
— ○ ⏳ — — — — — —
65832
joaomj
A deep web search MCP server using LinkUp API that provides a deep_search tool …
— ○ ⏳ — — — — — —
65833
hedera-dev
Integrates with a Langchain wrapper to interact with the Hedera network via nat…
— ○ ⏳ — N/A N/A — — —
65834
dchavezp
Bridges Design OS exported component packages into target projects, handling mi…
— ○ ⏳ — N/A N/A — — —
65835
sagebynature
manim-server Claim
An MCP server that enables creating and rendering Manim animations by building …
— ○ ⏳ — — — — — —
65836
mjbeatty89
mcpserv Claim
— ○ ⏳ — N/A N/A — 95 —
65837
clawfred
x402-mcp Claim
Calls an x402-paid HTTP API and automatically handles payment when a 402 Paymen…
— ○ ⏳ — N/A N/A — — —
65838
qsale-io
qsale-mcp Claim
MCP server for the QSale headless commerce platform enabling catalog, content, …
— ○ ⏳ — — — — — —
65839
drboden
Enables Claude to update existing Google Drive files in place via a service acc…
— ○ ⏳ — — — — — —
65840
Riffmax2030-hub
Enables natural language management of MetaTrader 5 accounts, including checkin…
— ○ ⏳ — N/A N/A — — —
65841
osrbot
osracer-mcp Claim
MCP server for safe OSRacer vehicle control, exposing ROS 2 and MCU serial surf…
— ○ ⏳ — N/A N/A — — —
65842
GlacierEQ
A comprehensive MCP server with over 50 tools across 7 categories including mem…
— ○ ⏳ — — — — — —
65843
henu-wang
Enables scanning websites for AI search readiness, generating fixes like llms.t…
— ○ ⏳ — — — — — —
65844
work-samirk
Enables appending content to Google Docs and creating Gmail drafts with interac…
— ○ ⏳ — N/A N/A — — —
65845
futuristclaude
Enables searching and retrieving Russian tenders (закупки) through the Kontur.Z…
— ○ ⏳ — — — — — —
65846
MCP Server for Apache Iceberg
— ○ — N/A N/A — 81 —
65847
samimiair
MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring,…
— ○ ⏳ — N/A N/A — — —
65848
Deirfgeiz
Enables capturing evidence, retrieving platform takedown processes, and draftin…
— ○ ⏳ — — — — — —
65849
IacopoB
An experimental MCP server that enables interaction with Google Analytics APIs,…
— ○ ⏳ — — — — 81 —
65850
dracepj
Enables searching and retrieving economic data from the Federal Reserve Economi…
— ○ ⏳ — — — — — —
Showing 65801–65850 of 69007 servers