MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 3 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32601
Access high quality transcripts for podcasts. Updated in real-time as new episo…
32602
found402
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
81
32603
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
32604
mendableai
FireCrawl Claim 1
MCP server for FireCrawl web scraping integration
N/A N/A 95
32605
FlameZerg
mcp Claim
N/A N/A 95
32606
danielsimonjr
Enables interaction with Substack publications through natural conversation, al…
81
32607
Opendraft Claim
N/A N/A
32608 N/A N/A
32609
edgardomunoznajar
Provides access to 529,000+ US statute sections across all 50 states and federa…
32610
suhailtajshaik
Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, e…
81
32611
tonmcp Claim
N/A N/A
32612
ragalgo
ragalgo-v3 Claim
N/A N/A 95
32613
evanap003300
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
32614
dadang11
cryptoiz Claim
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
N/A N/A
32615
optics-mcp Claim
Search Sunex lenses and imager sensors, match compatible optics, get pricing. N…
32616
sakthivelchan89
Scan for AI tools and agents - MCP servers & CLIs for scanning, auditing, and m…
N/A N/A
32617
ssoj13
Enables AI agents to control Blender 3D through 27 tools for scene manipulation…
N/A N/A 95
32618
Decentralized-Data-Marketplace
Enable seamless integration with decentralized data marketplaces by providing a…
N/A N/A 95
32619
seyficembaskin
seyfiland Claim
N/A N/A 95
32620
Ash-Blanc
Transforms Claude into a production-grade pair programmer by orchestrating best…
81
32621
gvc2000
Enables interaction with the Brazilian Chamber of Deputies Open Data API, provi…
81
32622
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
32623
pulumi
mcp-server Claim 1
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulu…
N/A N/A 100
32624
k1p1l0
Supercharged Claude Code Official Telegram plugin — threading, voice messages 2…
N/A N/A
32625
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
32626
sabriotcore-code
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
81
32627
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
32628 N/A N/A 95
32629
thumbgate Claim
32630
mcpgrowcrm Claim
N/A N/A
32631
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
32632
webmoleai
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
N/A N/A
32633
RepoMapper Claim 1
An MCP server (and command-line tool) to provide a dynamic map of chat-related …
N/A N/A 95
32634
HuiDiHu
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
N/A N/A 95
32635
seraphinerenard
mcp-pdf-tools Claim 1
An MCP server that enables users to read, search, and analyze PDF documents. It…
N/A N/A 95
32636
Looney-tic
AI coding ecosystem intelligence — breaking changes, tools, security alerts fro…
N/A N/A
32637
allai Claim
N/A N/A
32638
rideRTD
Provides tools and slash commands to onboard developers and manage DevOps workf…
N/A N/A 95
32639
stylemi-co
google-ads Claim
Google Ads MCP server — manage campaigns, keywords, and metrics.
32640
africa-api
MCP server for Africa API — access data on all 54 African countries through Cla…
N/A N/A
32641
agentrace Claim 1
Structured observability for AI agents. Trace steps, decisions, and errors. MCP…
N/A N/A 81
32642
Parc-Dev
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
N/A N/A 95
32643
wfz0345
test1 Claim
N/A N/A 95
32644
ryanlahen
smithery-mcp Claim
N/A N/A 95
32645
Detect language from text via trigram analysis. 30+ languages, script detection…
32646
codly.fun
test Claim
N/A N/A 95
32647 N/A N/A
32648
Cortex-AI-Software
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
N/A N/A
32649
rodrigojille
Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy
N/A N/A 73
32650
itsyuimorii
Enables AI assistants to save and manage question-and-answer pairs within a str…
Showing 32601–32650 of 33379 servers
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