MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46401
asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI…
N/A N/A 95
46402
aimedialab
MCP server for the Risha.ai API enabling authentication, capability discovery, …
46403
chaser164
CronGrid Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
46404
aayushmdesai
Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory …
N/A N/A
46405
Cyoda-platform
Enables AI assistants to interact with Cyoda platform entities and workflows th…
46406
orhanucok
Relay Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
46407
dicoy
mcp-devenv Claim
An MCP server that gives your AI assistant full awareness of your local dev env…
N/A N/A
46408
archimedes-market
Read-only PostgreSQL analytics MCP server — query plans, slow queries, index us…
46409
babosina
LibraryMCP Claim
A library management MCP server supporting book search, member management, and …
N/A N/A
46410
colesmcintosh
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
46411
olaurendeau
Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, sum…
46412
Parikshit2005
Production-grade MCP server for Indian agriculture and utility workflows, enabl…
N/A N/A
46413
datacore-one
Datacore Claim
AI second-brain engine: GTD, knowledge graph, and engram memory over MCP.
N/A N/A
46414
MichaelGNielsen
Enables fetching and managing dad jokes with tools for random jokes, multiple j…
46415
Bilel-Eljaamii
Provides AI agents with tools to interact with the Revolut X crypto exchange fo…
46416
eugeneoh04
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
46417
pralayasimha23
simhameta Claim
N/A N/A 95
46418
nlqueries
NLQueries Claim
Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL,…
46419
andrewkriley
Self-hosted MCP server for administering Cloudflare DNS and cloudflared tunnels…
46420
Ansvar-Systems
Provides structured access to EU treaties, regulations, directives, and CJEU ca…
46421
edgen-design
An MCP server that integrates AI agents with Figma, enabling reading and progra…
N/A N/A
46422
pcandido
gtwmcp Claim
Aggregates multiple MCP servers behind a single stdio interface, supporting std…
N/A N/A
46423
vettly Claim 1
Content moderation for AI applications. Moderate text, images, and video with c…
N/A N/A 81
46424
MADStitch-secretlab
mcp-server Claim
MCP server for Factsheet authentication, providing token exchange and company l…
46425
lyf94697-droid
Generates eNSP network topologies, deploys Huawei VRP configurations, and provi…
N/A N/A
46426
GongRzhe
Enables AI assistants like Claude to interact with humans through intuitive GUI…
N/A N/A
46427
AIKONG2024
Collect YouTube trending videos without web scraping via yt-dlp MCP server. No …
N/A N/A
46428
manassankhla
A minimal Next.js application demonstrating how to build an OpenAI Apps SDK com…
46429
jinseok19
mcp Claim
N/A N/A 95
46430 N/A N/A 95
46431
pirahansiah
A comprehensive OpenCV image-processing MCP server offering ~40 tools for webca…
N/A N/A
46432
Ansvar-Systems
Enables querying Lithuanian financial regulation data, including regulations, e…
46433
vinit-devops
Enables interaction with Sumo Logic's REST APIs through MCP, allowing log searc…
N/A N/A
46434
jpoindexter
winnow Claim
Enables local-first context compression for AI agents, offering tools to compre…
N/A N/A
46435
ysthink
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
N/A N/A
46436
vijaypranesh
Autonomous AI agent for Kubernetes triage and infrastructure management using n…
N/A N/A
46437
ardennguyen
zalo-mcp Claim
Self-contained MCP server for Zalo that enables AI agents like Claude Code and …
N/A N/A
46438 N/A N/A 95
46439
timothybroome
Enables to manage notes and collections in Fastidious AI application through na…
N/A N/A
46440
nemu90
Enables AI agents to interact with IBM i (AS/400) systems for RPA automation vi…
46441
sughosh-pocketfm
kbask Claim
Hybrid MCP server that combines Graphify’s structural code graphs with Understa…
N/A N/A
46442
jessef1983
Enterprise-safe MCP server that enables Claude Enterprise to access approved on…
46443
sujalg4888
Enables searching and asking questions over your PDF documents using a Pinecone…
46444
RemseyMailjard
Demonstrates how to expose approved internal banking tools to AI assistants via…
N/A N/A
46445
pdogra1299
Maps function and component dependencies in Haskell and ReScript codebases, pro…
N/A N/A
46446
cleardl
Provides precise C++ code semantic analysis for AI coding tools like Claude Cod…
N/A N/A
46447
gtkcyber
This MCP server compacts prompts to save on token usage.
N/A N/A
46448
zhiyue
An MCP server for downloading and reading MGX thinking logs, enabling AI agents…
46449
watahani
A unified MCP server that enables management of Authlete services and clients, …
46450
cyanheads
Search and fetch Wikidata entities, execute SPARQL queries, and resolve externa…
Showing 46401–46450 of 66518 servers
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