MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 10 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2651
eddmann
A Model Context Protocol (MCP) server for Garmin Connect integration. Access yo…
B 77 5⁄5 ◉ ⏳ 70 82 — 52 92 86
2652
firsthalfhero
Enables AI assistants to interact with OpenProject installations for comprehens…
B 77 5⁄5 ◉ ⏳ 96 73 — 18 80 99
2653
daviddata-cloud
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
B 77 5⁄4 ◉ ⏳ 84 62 N/A 45 92 97
2654
JedPattersonn
Integrates WHOOP biometric data into Claude and other MCP-compatible applicatio…
B 77 5⁄5 ◉ ⏳ 90 66 — 41 81 98
2655
danielsuguimoto
Node.js server implementing Model Context Protocol for secure read-only filesys…
B 77 5⁄4 ◉ ⏳ 84 65 N/A 40 92 95
2656
qso-graph
lotw-mcp ⚡ Claim
MCP server for ARRL Logbook of The World (LoTW) that enables querying confirmat…
B 77 5⁄5 ◉ ⏳ 70 82 — 38 95 92
2657
atharvagupta2003
Integrates with Lemon Squeezy to manage subscriptions, checkouts, products, ord…
B 77 5⁄5 ◉ ⏳ 84 67 — 45 81 99
2658
joemclo
Enables users to search UK property prices by postcode, street, or city using t…
B 77 5⁄5 ◉ ⏳ 90 61 — 63 80 88
2659
romcdonald9976
AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/…
B 77 6⁄6 ◉ ⏳ 72 80 95 31 81 88
2660
bjeans
homelab-mcp ⚡ Claim
MCP servers for managing homelab infrastructure. Monitor Docker/Podman containe…
B 77 5⁄5 ◉ ⏳ 100 31 — 76 81 99
2661
back1ply
agent-skill-loader ⚡ Claim
Dynamically load Claude Code skills into AI agents without copying files. Disco…
B 77 5⁄4 ◉ ⏳ 66 60 N/A 67 95 98
2662
EienWolf
A comprehensive server that enables validation of JSON data against JSON Schema…
B 77 5⁄4 ◉ ⏳ 96 62 N/A 21 95 94
2663
KaliStudent
Printer MCP Server ⚡ Claim
Provides comprehensive enterprise printer information including specifications,…
B 77 5⁄4 ◉ ⏳ 94 55 N/A 34 95 96
2664
fwextensions
Enables AI assistants to search, explore, and query San Francisco's open data p…
B 77 5⁄5 ◉ ⏳ 94 67 — 31 83 94
2665
wshobson
maverick-mcp ⚡ Claim
MaverickMCP - Personal Stock Analysis MCP Server
B 77 5⁄5 ◉ ⏳ 86 61 N/A 73 81 82
2666
grossiweb
toolroute Claim 1
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
B 77 5⁄4 ◉ ⏳ 71 68 N/A 49 95 97
2667
iansinnott
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
B 77 5⁄4 ◉ ⏳ 94 35 N/A 67 95 94
2668
prandogabriel
Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for…
B 77 5⁄5 ◉ ⏳ 96 53 — 48 80 99
2669
alexiokay
MCP Vector Proxy ⚡ Claim 1
A semantic proxy that reduces AI agent token usage by exposing only three core …
B 77 5⁄4 ◉ ⏳ 90 72 N/A 30 90 89
2670
perryjr1444-ux
Automatically analyzes codebases and generates beautiful Mintlify-style documen…
B 77 5⁄5 ◉ ⏳ 90 100 — 56 81 47
2671
wipiano
Provides efficient bulk analysis of GitHub issues and pull requests with 90%+ s…
B 77 5⁄5 ◉ ⏳ 78 66 — 56 81 100
2672
markswendsen-code
mcp-wingstop ⚡ Claim 1
Enables users to interact with Wingstop by finding nearby locations, browsing t…
B 77 5⁄4 ◉ ⏳ 90 62 N/A 30 90 100
2673
nwiizo
tfmcp ⚡ Claim
🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terra…
B 77 5⁄4 ◉ ⏳ 94 28 N/A 78 87 100
2674
SeanMcLoughlin
mcp-vcd ⚡ Claim 1
Provide all changes of the specified signal name to the model's context. This i…
B 77 5⁄4 ◉ ⏳ 90 56 N/A 52 89 92
2675
jasonxkensei
xProof Claim 1
Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as ver…
B 77 6⁄6 ◉ ⏳ 71 84 88 34 81 92
2676
aplaceforallmystuff
mcp-tailscale ⚡ Claim 1
An MCP server for managing and monitoring Tailscale networks through natural la…
B 77 5⁄5 ◉ ⏳ 75 62 — 65 82 99
2677
ajeetraina
JetsonMCP ⚡ Claim
Connects AI assistants to NVIDIA Jetson Nano systems for edge computing managem…
B 77 5⁄5 ◉ ⏳ 94 67 — 48 81 86
2678
rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
B 77 5⁄5 ◉ ⏳ 84 68 — 56 83 89
2679
citronlegacy
Gelbooru MCP Claim
A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatib…
B 77 5⁄5 ◉ ⏳ 94 68 — 43 78 91
2680
securityscan-api
securityscan Claim
Scans OpenClaw/ClawHub skills for security vulnerabilities before installation.…
B 77 6⁄6 ◉ ⏳ 96 62 87 21 81 95
2681
sinewaveai
A security scanner for AI coding agents and autonomous assistants that scans co…
B 77 5⁄4 ◉ ⏳ 71 61 N/A 61 95 95
2682
namanxajmera
Reddit Scraper ⚡ Claim
Scrapes and queries Reddit posts, comments, and media from subreddits and user …
B 77 5⁄4 ◉ ⏳ 78 51 N/A 68 95 94
2683
IzumiSy
Enables connecting to and querying multiple database types (PostgreSQL, MySQL, …
B 77 5⁄5 ◉ ⏳ 68 100 — 79 81 56
2684
kagisearch
kagimcp ⚡ Claim
Official Kagi Search MCP Server.
B 77 5⁄5 ◉ ⏳ 76 70 — 56 85 93
2685
francofuji
UnCorreoTemporal ⚡ Claim
Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, v…
B 77 5⁄4 ◉ ⏳ 58 86 N/A 58 83 99
2686
vdesabou
Provides intelligent command completion, validation, and contextual help for th…
B 77 5⁄5 ◉ ⏳ 86 100 N/A 31 95 55
2687
5p00kyy
Seafile MCP Server ⚡ Claim 1
Enables AI assistants to interact with Seafile cloud storage for managing self-…
B 77 5⁄5 ◉ ⏳ 88 68 — 43 82 97
2688
san-techie21
astracipher ⚡ Claim
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…
B 77 5⁄4 ◉ ⏳ 96 48 N/A 56 91 90
2689
peterparker57
WSLSnapit-MCP Claim 2
Enables AI assistants to capture screenshots and read clipboard content from Wi…
B 77 5⁄5 ◉ ⏳ 78 100 N/A 36 90 66
2690
wonyoungseong
GA4 MCP Server ⚡ Claim
Enables interaction with Google Analytics 4 to manage accounts, run standard or…
B 77 5⁄5 ◉ ⏳ 92 70 — 32 83 93
2691
CodePlayData
A TypeScript wrapper library for the Model Context Protocol SDK that provides a…
B 77 5⁄4 ◉ ⏳ 90 50 N/A 39 95 100
2692
fr0gger
A prompt-validation service that checks incoming prompts against security rules…
B 77 5⁄4 ◉ ⏳ 90 56 N/A 37 95 94
2693
captaindatatech
A middleware API that connects AI assistants like ChatGPT to Captain Data tools…
B 77 5⁄5 ◉ ⏳ 78 72 — 57 82 91
2694
EGorsel
Enables AI agents to read and understand local Mendix project structure and log…
B 77 5⁄4 ◉ ⏳ 94 56 N/A 36 90 96
2695
cryptograss
Enables LLM clients to interact with any MediaWiki wiki, supporting page creati…
B 77 5⁄5 ◉ ⏳ 84 61 — 57 81 96
2696
Antipas
mcp-4o-Image-Generator
B 77 5⁄5 ◉ ⏳ 94 68 — 38 81 93
2697
florianwittkamp
Enables interaction with Bring! shopping lists through natural language, allowi…
B 77 5⁄5 ◉ ⏳ 62 72 — 76 80 98
2698
ali-nr
Provides structured web search capabilities optimized for technical and softwar…
B 77 5⁄5 ◉ ⏳ 96 73 — 23 81 94
2699
satyamkumar420
YT-NINJA ⚡ Claim
Enables AI-powered YouTube video analysis including transcript management, vide…
B 77 5⁄5 ◉ ⏳ 94 65 — 30 81 100
2700
xhiroga
Blender MCP Senpai ⚡ Claim
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
B 77 5⁄4 ◉ ⏳ 72 63 N/A 66 95 91
Showing 2651–2700 of 68965 servers
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