MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8001
kunwarmahen
Podman MCP Server ⚡ Claim
Enables AI tools to manage containerized applications through Podman, supportin…
C 69 5⁄5 ◉ ⏳ 78 53 — 21 81 99
8002
HarshitRatan
A demonstration MCP server built in TypeScript that shows how to implement stdi…
C 69 5⁄5 ◉ ⏳ 74 57 — 23 81 100
8003
kinmeic
Roundtable Claim 1
A multi-role AI discussion system that enables users to manage diverse AI perso…
C 69 5⁄5 ◉ ⏳ 84 50 — 43 80 80
8004
J-Gal02
ClickSend MCP Server ⚡ Claim 1
This server enables AI models to send SMS messages and initiate Text-to-Speech …
C 69 5⁄5 ◉ ⏳ 78 45 — 37 81 96
8005
Savastane
Provides vehicle data scraping from keplaca.com through the Model-Context Proto…
C 69 5⁄5 ◉ ⏳ 84 100 — 21 81 39
8006
ai-protocols
Enables interaction with Real Canadian Superstore to extract order history, bro…
C 69 5⁄5 ◉ ⏳ 78 100 — 26 81 40
8007
Nettention
Provides AI tools with access to ProudNet documentation through search, page re…
C 69 5⁄5 ◉ ⏳ 94 75 N/A 22 95 38
8008
iamnotyk
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 69 5⁄4 ◉ ⏳ 72 73 N/A 32 92 66
8009
CarmeloRicarte
GitLab MCP Server ⚡ Claim
Enables AI assistants to interact with GitLab for managing projects, branches, …
C 69 5⁄5 ◉ ⏳ 78 47 — 30 81 100
8010
jcvalerio
MoneyWiz MCP Server ⚡ Claim 1
A Model Context Protocol server that provides AI assistants like Claude with se…
C 69 5⁄4 ◉ ⏳ 63 56 N/A 37 95 91
8011
zhdenny
Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant …
C 69 5⁄5 ◉ ⏳ 84 40 — 43 81 93
8012
Jakedismo
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
C 69 5⁄5 ◉ ⏳ 90 27 — 44 81 100
8013
Hmbown
aleph ⚡ Claim
Skill + MCP server to turn your agent into an RLM. Load context, iterate with s…
C 69 5⁄5 ◉ ⏳ 76 33 N/A 86 81 75
8014
Kyoungwoong
Discover top contributors by file, branch, or PR area to route reviews and clar…
C 69 5⁄4 ◉ ⏳ 70 35 N/A 53 95 94
8015
whaleen
cntx-ui ⚡ Claim
Provides AI tools with direct access to project file bundles and structure thro…
C 69 5⁄4 ◉ ⏳ 94 27 N/A 39 84 91
8016
aj-bartocci
SpyNet Claim
Enables AI assistants to configure and manage session-based REST and WebSocket …
C 69 5⁄5 ◉ ⏳ 96 65 N/A 32 95 36
8017
1yhy
Figma MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates Figma design files with AI codi…
C 69 5⁄5 ◉ ⏳ 45 66 — 69 82 89
8018
sharkusmanch
Steam MCP Server ⚡ Claim
Provides tools for interacting with the Steam Web API to access player profiles…
C 69 5⁄5 ◉ ⏳ 76 40 — 65 81 86
8019
156554395
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protoco…
C 69 5⁄5 ◉ ⏳ 72 53 — 52 81 85
8020
amineremache
An MCP server that enables interaction with the Daft.ie API for searching renta…
C 69 5⁄4 ◉ ⏳ 53 72 N/A 58 95 68
8021
jprealini
An MCP server that automatically generates TypeScript Page Object classes and c…
C 69 5⁄4 ◉ ⏳ 57 55 N/A 55 87 91
8022
zeromicro
mcp-zero Claim
Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC …
C 69 5⁄4 ◉ ⏳ 82 58 N/A 71 90 37
8023
lieyanqzu
ygocdb-mcp ⚡ Claim
ygocdb-mcp
C 69 5⁄5 ◉ ⏳ 80 83 — 56 81 37
8024
mister-weeden
A server that enables integration between Claude Desktop and WordPress, allowin…
C 69 5⁄5 ◉ ⏳ 78 38 — 47 81 100
8025
mclamee
A secure MCP server for local API credential management using JSON storage and …
C 69 5⁄4 ◉ ⏳ 42 60 N/A 60 92 98
8026
mhabedini
Converts JSON data to TOON (Token-Oriented Object Notation) format and back, re…
C 69 5⁄5 ◉ ⏳ 90 75 — 40 81 42
8027
infinitepi-io
Bookmark Manager MCP ⚡ Claim 1
A Model Context Protocol server that provides persistent storage, categorizatio…
C 69 5⁄5 ◉ ⏳ 61 100 — 57 81 39
8028
AM1010101
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
C 69 5⁄5 ◉ ⏳ 78 52 — 27 81 100
8029
boostspace
Integrator MCP Server ⚡ Claim 1
A Model Context Protocol server that allows AI assistants to invoke and interac…
C 69 5⁄5 ◉ ⏳ 71 65 — 62 80 66
8030
glittercowboy
Discord MCP Server ⚡ Claim
Provides comprehensive administrative control over Discord communities through …
C 69 5⁄5 ◉ ⏳ 84 40 — 49 76 94
8031
Zhuoli
Provides read-only access to native macOS system utilities including disk manag…
C 69 5⁄5 ◉ ⏳ 54 82 N/A 26 95 81
8032
sfyyy
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users t…
C 69 5⁄5 ◉ ⏳ 72 55 — 41 81 92
8033
HaroldFinchIFT
A Model Context Protocol (MCP) server for querying NIST National Vulnerability …
C 69 5⁄5 ◉ ⏳ 80 36 — 45 87 92
8034
MCPmed
STRING-MCP Claim 1
A Model Context Protocol server that provides tools for interacting with the ST…
C 69 5⁄5 ◉ ⏳ 77 56 — 37 80 89
8035
hencydsouza24
A modular Model Context Protocol server implementation using Express.js that pr…
C 69 5⁄5 ◉ ⏳ 66 65 — 26 81 100
8036
Tom-Semple
MCP Apple Notes ⚡ Claim 2
A Model Context Protocol server that enables semantic search and RAG over your …
C 69 5⁄4 ◉ ⏳ 63 58 N/A 21 95 98
8037
vinnyang
axe-scanner-mcp ⚡ Claim
A standalone Model Context Protocol server that runs axe accessibility scans fo…
C 69 5⁄5 ◉ ⏳ 82 82 N/A 31 92 41
8038
relayprotocol
Relay MCP Server ⚡ Claim
A Model Context Protocol (MCP) server for Relay Protocol — cross-chain bridge a…
C 69 5⁄5 ◉ ⏳ 66 63 — 36 80 92
8039
marcellodesales
Enables interaction with Palo Alto Networks APIs through a Model Context Protoc…
C 69 5⁄5 ◉ ⏳ 78 67 — 21 81 85
8040
Liam8
Free live and historical cryptocurrency prices Provide real-time cryptocurrenc…
C 69 5⁄4 ◉ ⏳ 48 70 N/A 25 95 99
8041
arjunkmrm
Basic MCP Server ⚡ Claim
A minimal Model Context Protocol server template demonstrating tools, resources…
C 69 5⁄5 ◉ ⏳ 66 62 — 30 81 100
8042
vikasversetest-debug
Enables AI agents to interact with Hasura GraphQL endpoints to discover schema …
C 69 5⁄5 ◉ ⏳ 60 72 — 32 80 92
8043
CodeAgentBridge
Jules MCP Server ⚡ Claim
An MCP server that exposes Google Jules Agent operations, enabling MCP-compatib…
C 69 5⁄4 ◉ ⏳ 68 26 — 69 95 92
8044
Nexus-Digital-Automations
Orchestrates multiple Claude Code agents across iTerm2 sessions with process-le…
C 69 5⁄4 ◉ ⏳ 78 43 N/A 26 95 92
8045
zachswift615
Enables AI models to analyze audio files through numerical fingerprints, pitch …
C 69 5⁄4 ◉ ⏳ 78 47 N/A 31 90 88
8046
infil00p
DriveBC MCP Server ⚡ Claim
Provides real-time access to BC highway conditions, road closures, weather aler…
C 69 5⁄5 ◉ ⏳ 86 83 — 45 81 37
8047
sawa-zen
Sound Effects MCP ⚡ Claim 1
Plays sound effects (completion, newtype, and error sounds) in response to vari…
C 69 5⁄4 ◉ ⏳ 72 60 N/A 28 92 85
8048
gtoshinakano
Enables AI assistants to manage todo lists through natural language by creating…
C 69 5⁄5 ◉ ⏳ 72 58 — 32 81 92
8049
dev-proxy-tools
Dev Proxy MCP Server ⚡ Claim 1
Enables AI assistants to interact with Dev Proxy for creating configurations, f…
C 69 5⁄4 ◉ ⏳ 47 52 N/A 59 95 100
8050
Vaishnavi-Raykar
Provides file search functionality with tools for both partial keyword matching…
C 69 5⁄5 ◉ ⏳ 78 83 N/A 26 95 43
Showing 8001–8050 of 69070 servers
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