MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20001
rodolphebarbanneau
appdog Claim
Compose and generate effortlessly MCP servers from any OpenAPI specifications
B 78 43 94 42 N/A 79 92
20002
firecrawl
Firecrawl MCP Server Claim 1
MCP server for Firecrawl — search, scrape, and interact with the web.
B 78 43 79 68 N/A 82 83
20003
schwarztim
Enables comprehensive control and monitoring of Bambu Lab 3D printers through C…
B 78 43 90 71 N/A 54 90
20004
okx
MCP server connecting AI assistants to OKX exchange, enabling trading, market d…
B 78 43 100 42 N/A 67 95
20005
drewdrewH
Code Graph Context Claim
Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and…
B 78 44 90 61 79 81
20006
rudraptpsingh
figbridge Claim
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff b…
B 78 33 72 N/A N/A 64 95
20007
sint-ai
Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 …
B 78 33 60 N/A N/A 85 95
20008
koki-develop
Todoist MCP Server Claim
Enables AI assistants to manage Todoist tasks, projects, sections, labels, and …
B 78 44 90 63 75 82
20009
uwaserver
uwas Claim
Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go bina…
B 78 33 60 N/A N/A 86 95
20010
jeangnc
YNAB MCP Server Claim
Enables interaction with You Need A Budget (YNAB) through their API, allowing u…
B 78 44 80 73 76 82
20011
sharozdawa
indexnow-mcp Claim
Submit URLs for instant indexing via IndexNow and Google Indexing API
B 78 33 66 77 95
20012
Advertflair
threadmap-mcp Claim 1
Conversation drift visualization for Claude. Color-coded inflection points and …
B 78 33 78 N/A N/A 55 95
20013
Johnny-Z13
ProofSlip Claim
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
B 78 33 90 N/A N/A 50 83
20014
Apra-Labs
apra-fleet Claim
AI agents that write code, review each other's work, and coordinate across your…
B 78 33 72 N/A N/A 65 95
20015
WizspDemo
Enables comprehensive management of Microsoft Dataverse environments, including…
B 78 44 84 72 71 82
20016
jschoemaker
mcpgo Claim
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
B 78 33 88 N/A N/A 37 95
20017
runtimeguard
AI-Runtime-Guard Claim 1
Runtime policy enforcement for AI agents - prevents accidental damage to your s…
B 78 33 66 N/A N/A 75 95
20018
robotlearning123
openai-mcp Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
B 78 33 76 N/A N/A 58 95
20019
SerpstatGlobal
Integrates the Serpstat SEO API with the Model Context Protocol to provide AI a…
B 78 44 96 66 62 80
20020
jonigl
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring …
B 78 43 94 37 N/A 86 92
20021
Ronnietag
Linux MCP Server Claim
Provides AI assistants with the ability to control Linux desktop environments t…
B 78 33 96 N/A N/A 24 95
20022
SkillBoss-AI
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
B 78 33 84 N/A N/A 47 95
20023
GigaChatTester
Lichess MCP Claim
Enables natural language interaction with Lichess chess platform to play games,…
B 78 43 100 60 41 95
20024
ScopeBlind
verify-mcp Claim
Offline verification of signed artifacts -- receipts, manifests, audit bundles.…
B 78 33 72 N/A N/A 65 95
20025
bahamoth
Rust Minidump MCP Claim
Analyzes application crash dumps and extracts debug symbols, transforming Windo…
B 78 44 96 58 66 83
20026
redmorestudio
Enables AI assistants to interact with TheBrain's knowledge management system f…
B 78 44 94 71 55 81
20027
JayRajGoyal
GCP MCP Server Claim
Enables AI assistants to interact with Google Cloud Platform services for log a…
B 78 44 100 66 54 81
20028
shahlaukik
Enables AI assistants to manage personal finances through the Realbyte Money Ma…
B 78 43 94 65 N/A 46 95
20029
wooxogh
adr-mcp-setup Claim
Automatically generates Architecture Decision Records (ADRs) from Claude Code c…
B 78 33 72 N/A N/A 67 95
20030
paulieb89
BAILII MCP Server Claim
Enables searching UK case law on BAILII and retrieving judgments with automatic…
B 78 33 82 N/A N/A 47 95
20031
imgwho
cwtwb Claim
ai generate tableau file
B 78 33 72 N/A N/A 65 95
20032
jamespdaily
Lichess MCP Claim
Connects Claude to Lichess for playing chess games, analyzing positions with St…
B 78 33 90 N/A N/A 35 95
20033
iamredmh
Burn-after-read encrypted notes for AI agents. Create and read self-destructing…
B 78 33 72 66 95
20034
brnt-cz
Todocko MCP Server Claim
Enables AI assistants to manage Todocko application data, including tasks, proj…
B 78 43 78 66 N/A 69 95
20035
HaseebKhalid1507
velocirag Claim
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms searc…
B 78 33 66 N/A N/A 77 95
20036
Siddharth11Roy
tl-draw-mcp Claim
Enables Claude to draw on a live tldraw canvas from prompts, with real-time vis…
B 78 33 78 N/A N/A 54 95
20037
tago-io
TagoIO MCP Server Claim
Enables AI models to interact with TagoIO IoT platform accounts, providing acce…
B 78 43 96 70 51 83
20038
cheesejaguar
Aerospace MCP Claim
Enables flight planning and aviation operations through intelligent airport res…
B 78 44 96 57 70 81
20039
lazy-dinosaur
ccxt-mcp Claim
CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by…
B 78 43 82 71 N/A 69 87
20040
davidbkatz
alpaca-mcp-server Claim
B 78 33 84 N/A N/A 47 95
20041
daedalus
mcp-metar Claim 2
MCP server for fetching METAR and TAF aviation weather data for airports by ICA…
B 78 33 71 67 95
20042
SAP
SAP Fiori - Model Context Protocol (MCP) server
B 78 33 60 N/A N/A 86 95
20043
adrianczuczka
mason Claim
Context engineering MCP server — generates CLAUDE.md files via structured codeb…
B 77 33 72 N/A N/A 62 95
20044
zvika-finally
Provides programmatic access to Marqeta's DiVA API for retrieving aggregated fi…
B 77 44 96 66 59 78
20045
shigechika
MCP Stdio Claim
Stdio-to-HTTP gateway — connects MCP clients to remote HTTP MCP servers
B 77 33 64 N/A N/A 76 95
20046
crypto-ninja
github-mcp-server Claim 1
AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact respons…
B 77 43 84 65 N/A 66 89
20047
scrapercity
scrapercity-cli Claim 1
B2B lead generation with 20+ tools including Apollo, Google Maps, email finder,…
B 77 43 100 56 61 81
20048
universalamateur
reclaim-mcp-server Claim 1
Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, sc…
B 77 43 73 75 68 92
20049
AnteWall
Avanza MCP Server Claim
Provides access to Avanza's public API for real-time Swedish stock quotes, fund…
B 77 44 88 71 57 83
20050 B 77 33 78 N/A N/A 53 95
Showing 20001–20050 of 66518 servers
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