MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45251
bigbabyfilmrentals-tech
Enables agents to manage and organize local documents by listing, inspecting, e…
45252
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
45253
tendem-mcp Claim 1
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
N/A N/A 69
45254
Prompeteer
server Claim
N/A N/A 95
45255
kuyen-labs
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
45256
madeonsol
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
81
45257
Adi-204
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
N/A N/A
45258
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
N/A N/A 95
45259
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
81
45260
TingyuJiang
Integrates Interactive Brokers and TradeStation APIs for portfolio management, …
45261
RamyaChinnadurai
Linkedmash Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
81
45262
coinexcom
An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling…
45263
Sufian73
Generate random numbers and recall the last one to test stateful workflows. Acc…
N/A N/A 95
45264
yushuqiu1
Recommend a song, generate a greeting message, or help you add some numbers
N/A N/A 95
45265
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
45266
Switchboard666
Enables AI assistants to interact with HaloPSA data through secure OAuth2 authe…
81
45267
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
45268
CSOAI-ORG
job-description-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45269
patrickomatik
mcp-bash Claim
Enables execution of bash commands via MCP, allowing clients to run shell comma…
N/A N/A
45270
coreyjwang
FinDataMCP Claim 1
An MCP server that enables Claude Desktop to access and analyze financial data …
N/A N/A 95
45271
jyou-syo
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
N/A N/A
45272
seonwookim92
Enables AI assistants to navigate and populate complex ontologies by transformi…
N/A N/A 95
45273
ma-za-kpe
voice-sphere Claim
N/A N/A 95
45274
kapilthakare-cyberpunk
hello-server Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
81
45275
tensflare
truss-mcp Claim
Truss MCP Server enables cross-organization evidence coordination via the Model…
45276
pmat-agent Claim 1
Zero-config AI context generation and code quality toolkit with Claude Code Age…
N/A N/A 81
45277
dirkhh
Exposes real-time ADS-B aircraft data from a feeder, enabling natural language …
N/A N/A
45278
clauxel
Playwright selector risk checks with healing suggestions and receipts.
45279
antonybudianto
web-pixel3 Claim
N/A N/A 95
45280
damassi
A Model Context Protocol server that provides Artsy partner analytics tools for…
N/A N/A 95
45281
found402
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
81
45282
fbalzan20-07mz
Mila Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
81
45283
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
45284
spajjuri.pro
vsfclubnew1 Claim
N/A N/A 95
45285
cyanheads
Search and query government open-data portals (Socrata SODA API).
45286
CSOAI-ORG
stripe-billing-mcp MCP server by MEOK AI Labs
N/A N/A
45287
solve Claim 1
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
N/A N/A 69
45288
Veroq-api
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
81
45289
Jarvis-27
Query PostgreSQL databases in plain English — LLM-generated, safety-validated S…
45290
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
N/A N/A 95
45291
ai-seer
Facticity AI Claim
Real-time, multi-modal fact-checking for AI systems. Facticity AI verifies cla…
81
45292
albertbolanoss
labs_mcp Claim
MCP Server with AI-powered tools including ElevenLabs text-to-speech for realis…
N/A N/A
45293
da-troll
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
45294 N/A N/A 95
45295
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
81
45296
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
45297
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
N/A N/A
45298
Bright-L01
The first NetworkX integration for Model Context Protocol, enabling graph analy…
N/A N/A 95
45299
averagedigital
An integration server that enables AI agents to securely interact with Bitrix24…
81
45300
dasein108
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
N/A N/A
Showing 45251–45300 of 45732 servers
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