MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8551
hyojun6
Searches for official documentation using Naver Search API and filters results …
C 68 5⁄5 ◉ ⏳ 80 53 — 26 78 91
8552
mtane0412
Twitch MCP Server ⚡ Claim 1
Enables interaction with the Twitch API, allowing users to retrieve comprehensi…
C 68 5⁄5 ◉ ⏳ 90 63 — 20 81 70
8553
emilioSp
Provides seamless access to iRacing's racing simulation data, enabling AI assis…
C 68 5⁄5 ◉ ⏳ 62 72 — 51 80 71
8554
nomura565
Enables comprehensive office seat reservation management including viewing avai…
C 68 5⁄5 ◉ ⏳ 72 55 — 21 81 100
8555
RaghavanSV
Exposes tmux features to AI agents for managing sessions, windows, and panes wi…
C 68 5⁄4 ◉ ⏳ 60 56 N/A 25 92 100
8556
jguimera
A Python-based MCP server that enables integration with Microsoft Security Copi…
C 68 5⁄5 ◉ ⏳ 72 57 — 40 78 87
8557
shaunie2fly
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
C 68 5⁄5 ◉ ⏳ 76 87 N/A 26 95 40
8558
cg3-llc
prior ⚡ Claim
Shared knowledge base for AI agents. Search and contribute solutions to technic…
C 68 5⁄5 ◉ ⏳ 88 10 — 68 81 96
8559
Three-Little-Birds
OpenVSP MCP Server ⚡ Claim
Enables automated geometry editing and aerodynamic analysis using OpenVSP and V…
C 68 5⁄5 ◉ ⏳ 48 70 N/A 49 95 77
8560
b1997oct
Provides tools for managing todo lists, checking weather, and accessing user in…
C 68 5⁄5 ◉ ⏳ 78 41 — 35 80 100
8561
anoopt
Provides real-time access to Transport for London data, enabling users to check…
C 68 5⁄5 ◉ ⏳ 84 91 — 28 81 36
8562
402-md
@402md/mcp ⚡ Claim 1
An MCP server that transforms SKILL.md files into executable tools for AI agent…
C 68 5⁄5 ◉ ⏳ 63 61 — 35 82 93
8563
danielrosehill
Save-To-NAS MCP ⚡ Claim
Enables saving files and folders to a local NAS over NFS with automatic share d…
C 68 5⁄4 ◉ ⏳ 60 58 N/A 29 95 91
8564
kirha-ai
Enables execution of crypto-related tool planning through Kirha AI's API with c…
C 68 5⁄5 ◉ ⏳ 78 68 — 21 81 79
8565
NOVA-3951
Enables searching for company logos by brand name and retrieving customizable l…
C 68 5⁄5 ◉ ⏳ 60 68 — 26 81 100
8566
Xuanwo
mcp-server-opendal ⚡ Claim 1
Access any storage with Apache OpenDAL™
C 68 5⁄5 ◉ ⏳ 68 33 — 64 80 100
8567
ashishpatel26
A server exposing intelligent tools for enhancing RAG applications with entity …
C 68 5⁄5 ◉ ⏳ 74 56 — 18 81 98
8568
JMRMEDEV
Enables web scraping, React app testing, and React Native web app inspection us…
C 68 5⁄5 ◉ ⏳ 78 82 N/A 26 95 40
8569
shunseven
mocxykit ⚡ Claim
This is an Frontend development service middleware that can be used with webpac…
C 68 5⁄4 ◉ ⏳ 82 41 N/A 48 95 68
8570
tobs-code
Local-first memory for Claude & AI agents with hybrid search, Graph-RAG, and ti…
C 68 5⁄4 ◉ ⏳ 84 40 N/A 56 95 58
8571
abhinavnatarajan
sqlite-reader-mcp ⚡ Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 5⁄4 ◉ ⏳ 74 35 N/A 37 95 96
8572
runninghare
A Model Context Protocol server that helps AI code editors locate TypeScript sy…
C 68 5⁄5 ◉ ⏳ 75 57 — 27 78 91
8573
tristan-kkim
Discord MCP Server ⚡ Claim
Enables interaction with Discord through the Model Context Protocol, providing …
C 68 5⁄5 ◉ ⏳ 90 58 — 40 81 57
8574
alok-ahirrao
Enables AI assistants to fetch web content, search for products on Google Shopp…
C 68 5⁄5 ◉ ⏳ 70 68 — 19 81 92
8575
SongT-50
Korean wholesale agriculture market data - auction prices, seasonal produce, ma…
C 68 6⁄6 ◉ ⏳ 96 66 50 47 78 57
8576
Wolfe-Jam
rust-faf-mcp Claim
RMCP-powered FAF server. 8 tools. Rust-native. IANA-registered .faf format.
C 68 5⁄4 ◉ ⏳ 78 56 N/A 75 94 34
8577
enessari
metabase-ai-assistant ⚡ Claim 4
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
C 68 5⁄5 ◉ ⏳ 75 82 N/A 81 58 45
8578
axiomhq
Axiom Claim 1
A Model Context Protocol server implementation for Axiom that enables AI agents…
C 68 5⁄5 ◉ ⏳ 71 35 — 65 81 92
8579
matthewp
Lyceum Claim 1
An MCP server that enables querying and managing Calibre libraries via chat by …
C 68 5⁄5 ◉ ⏳ 51 66 — 48 81 97
8580
tracymacding
StarRocks MCP Server ⚡ Claim 1
An implementation of the Model Context Protocol that provides AI clients with i…
C 68 5⁄5 ◉ ⏳ 84 100 — 29 81 26
8581
HelicopterHelicopter
Outline MCP Server ⚡ Claim 2
An MCP server that enables reading, writing, and searching documents in Outline…
C 68 5⁄5 ◉ ⏳ 63 63 — 23 82 99
8582
Eivs
Fetch MCP Server ⚡ Claim
Enables fetching and processing web content by retrieving URLs and converting H…
C 68 5⁄5 ◉ ⏳ 72 100 — 24 81 47
8583
MAIMOONA-ISLAM
A demonstration MCP server built with FastAPI that provides basic mathematical …
C 68 5⁄4 ◉ ⏳ 74 41 N/A 21 94 100
8584
canvrno
Proxmox MCP Server ⚡ Claim 1
A Python-based server enabling interaction with Proxmox hypervisors. It support…
C 68 5⁄5 ◉ ⏳ 50 68 — 41 80 100
8585
cerebralvalley
Enables discovery and submission of AI community events, hackathons, and meetup…
C 68 5⁄5 ◉ ⏳ 66 60 — 29 81 94
8586
AVIMBU
Allows AI models to query and retrieve analytics data from Plausible Analytics …
C 68 5⁄5 ◉ ⏳ 80 52 — 27 82 90
8587
ctoouli
MCP Stock Market ⚡ Claim
A Model Context Protocol tool that retrieves daily stock market data for any st…
C 68 5⁄5 ◉ ⏳ 66 100 — 38 81 43
8588
Xiyueyy
ssh-mcp-server ⚡ Claim 1
An MCP server that enables remote SSH command execution and bidirectional file …
C 68 5⁄5 ◉ ⏳ 51 68 — 45 76 100
8589
azionlearn-cloud
A Model Context Protocol server template deployed on Azion Edge Computing Netwo…
C 68 5⁄5 ◉ ⏳ 63 70 — 27 81 93
8590
lumile
Access MercadoLibre's API to search products, retrieve reviews, and check selle…
C 68 5⁄5 ◉ ⏳ 78 75 N/A 42 95 37
8591
lharries
whatsapp-mcp Claim 1
An MCP server for searching your personal WhatsApp messages, contacts and sendi…
C 68 5⁄4 ◉ ⏳ 51 50 N/A 56 87 98
8592
oculairmedia
Tandoor MCP Server ⚡ Claim
Enables interaction with the Tandoor Recipe Manager via the Model Context Proto…
C 68 5⁄5 ◉ ⏳ 70 65 — 35 76 86
8593
mharnett
Bing Ads MCP Server ⚡ Claim 3
Production-grade MCP server for Microsoft Advertising (Bing Ads) API. Enables C…
C 68 5⁄4 ◉ ⏳ 63 63 — 50 63 99
8594
matbanik
Desktop text workbench + MCP server: 22+ text processing tools for AI assistants
C 68 5⁄4 ◉ ⏳ 60 41 N/A 70 90 85
8595
josemiteba
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
C 68 5⁄5 ◉ ⏳ 72 62 — 21 81 94
8596
block
Xcode Index MCP ⚡ Claim
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
C 68 5⁄4 ◉ ⏳ 60 38 N/A 50 95 96
8597
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 5⁄5 ◉ ⏳ 66 100 N/A 30 95 33
8598
hyperb1iss
lucidity-mcp ⚡ Claim
Enhance AI-generated code quality through intelligent, prompt-based analysis ac…
C 68 5⁄4 ◉ ⏳ 70 40 N/A 47 90 91
8599
stv-io
A containerized Model Context Protocol server that enables using natural langua…
C 68 5⁄4 ◉ ⏳ 78 36 N/A 39 89 93
8600
Raydius
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
C 68 5⁄5 ◉ ⏳ 60 45 — 62 81 94
Showing 8551–8600 of 69070 servers
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