MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3551
ideook
Revit MCP Server ⚡ Claim
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
B 76 5⁄5 ◉ ⏳ 66 100 N/A 38 95 70
3552
mcp-open-data-hk
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
B 76 5⁄5 ◉ ⏳ 70 74 — 61 81 91
3553
BearThreat
Imagen ⚡ Claim
Image generation
B 76 5⁄4 ◉ ⏳ 90 68 — 27 90 90
3554
nvasilevv
Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.
B 76 6⁄6 ◉ ⏳ 78 79 86 41 81 83
3555
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 5⁄5 ◉ ⏳ 90 57 — 48 81 99
3556
pab1it0
chess-mcp ⚡ Claim
Access Chess.com player data, game records, and other public information throug…
B 76 5⁄5 ◉ ⏳ 82 43 — 71 84 100
3557
IBM
A comprehensive MCP server for querying historical maritime shipping records, v…
B 76 5⁄5 ◉ ⏳ 60 74 — 73 81 99
3558
SayreBlades
MCP Web Tools ⚡ Claim
Provides local web search and content fetching capabilities for AI assistants, …
B 76 5⁄4 ◉ ⏳ 94 56 N/A 24 95 97
3559
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 5⁄5 ◉ ⏳ 72 73 — 52 81 97
3560
yfedoseev
fossil-mcp Claim
The code quality toolkit for the agentic AI era. Find dead code, clones, and sc…
B 76 5⁄5 ◉ ⏳ 96 25 N/A 82 83 96
3561
Amana03
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
B 76 5⁄5 ◉ ⏳ 86 68 — 36 80 100
3562
xARSENICx
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
B 76 5⁄5 ◉ ⏳ 84 100 N/A 24 95 55
3563
theupriser
Traefik MCP Server ⚡ Claim
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
B 76 5⁄5 ◉ ⏳ 78 68 — 50 82 97
3564
AccelByte
AGS API Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
B 76 5⁄5 ◉ ⏳ 96 42 — 67 76 96
3565
BPN-Solutions
VibeCheck MCP Server ⚡ Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 76 5⁄5 ◉ ⏳ 90 61 — 47 81 91
3566
florianbuetow
IMAP Mini MCP ⚡ Claim
A lightweight MCP server for interacting with IMAP email accounts to read messa…
B 76 5⁄5 ◉ ⏳ 90 62 — 39 82 97
3567
vasylenko
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
B 76 5⁄4 ◉ ⏳ 62 65 N/A 60 95 100
3568
Jordan-Horner
symbols Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
B 76 5⁄4 ◉ ⏳ 94 25 N/A 69 95 98
3569
massgen
MassGen ⚡ Claim
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
B 76 5⁄4 ◉ ⏳ 90 25 N/A 70 95 100
3570
Kapeli
dash-mcp-server ⚡ Claim
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
B 76 5⁄4 ◉ ⏳ 66 65 N/A 54 95 96
3571
reeeeemo
ancestry-mcp ⚡ Claim 1
Allows the AI to read .ged files and genetic data
B 76 5⁄4 ◉ ⏳ 84 56 N/A 50 89 95
3572
SongT-50
Korean Public Data ⚡ Claim
Korean government open data - weather, population, law search via data.go.kr
B 76 6⁄6 ◉ ⏳ 90 66 84 45 80 82
3573
goldbergyoni
test-coverage-mcp ⚡ Claim 1
Analyze test coverage from LCOV files - makes AI agents coverage-aware without …
B 76 5⁄5 ◉ ⏳ 78 100 N/A 45 92 51
3574
0xbrainkid
agentfolio-mcp-server ⚡ Claim 2
AI agent identity verification via SATP on Solana. Trust scores and on-chain at…
B 76 5⁄5 ◉ ⏳ 75 60 N/A 66 82 100
3575
portel-dev
Photon MCP Server ⚡ Claim 1
Automatically generates MCP tools, CLI, and web UI from TypeScript methods, ena…
B 76 5⁄4 ◉ ⏳ 96 46 — 92 87 62
3576
tofunori
MCP Jupyter Complete ⚡ Claim 1
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
B 76 5⁄5 ◉ ⏳ 75 78 N/A 28 95 90
3577
huegli
Capture Win MCP ⚡ Claim 1
Enables AI assistants to interact with macOS windows through yabai, providing w…
B 76 5⁄5 ◉ ⏳ 78 100 N/A 42 95 51
3578
AnuragRai017
A Claude integration that enables updating various database types (PostgreSQL, …
B 76 5⁄5 ◉ ⏳ 69 100 — 28 81 91
3579
Tommertom
awesome-ionic-mcp ⚡ Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 5⁄4 ◉ ⏳ 84 60 N/A 41 89 96
3580
theonlineeccentric-cell
A basic example MCP server deployed as a Netlify serverless function using Expr…
B 76 6⁄6 ◉ ⏳ 78 75 85 32 81 94
3581
vicpeacock
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
B 76 5⁄5 ◉ ⏳ 88 67 — 31 83 100
3582
billlzzz10
notion-mcp-server ⚡ Claim
B 76 5⁄4 ◉ ⏳ 66 66 N/A 67 95 89
3583
baguskto
Baguskto Saham ⚡ Claim 1
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
B 76 5⁄5 ◉ ⏳ 78 61 — 57 82 100
3584
oculairmedia
Enables interaction with the Postiz social media management platform through MC…
B 76 5⁄5 ◉ ⏳ 92 65 — 31 81 97
3585
Ichigo3766
A MCP server that integrates with Stable Diffusion WebUI to provide text-to-ima…
B 76 5⁄5 ◉ ⏳ 81 72 — 45 78 96
3586
gurveeer
MCP Server Gemini ⚡ Claim 1
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
B 76 5⁄5 ◉ ⏳ 81 72 — 46 81 92
3587
NimbleBrainInc
IPInfo MCP Server ⚡ Claim
Enables comprehensive IP address intelligence and geolocation lookups through I…
B 76 5⁄5 ◉ ⏳ 72 71 — 66 81 91
3588
shawndrake2
Provides access to comprehensive U.S. economic data including GDP, personal inc…
B 76 5⁄5 ◉ ⏳ 96 66 — 27 80 97
3589
Fannon
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
B 76 5⁄4 ◉ ⏳ 70 61 N/A 57 95 96
3590
ethanjyx
OpenBrand ⚡ Claim
Extract brand assets (logos, colors, backdrop images, brand name) from any webs…
B 76 5⁄5 ◉ ⏳ 84 70 N/A 50 72 97
3591
mikechao
artic-mcp ⚡ Claim
A server that provides access to the Art Institute of Chicago Collection throug…
B 76 5⁄5 ◉ ⏳ 82 60 — 61 81 94
3592
trackmage
Shipment tracking api and logistics management capabilities through the [TrackM…
B 76 5⁄4 ◉ ⏳ 94 57 N/A 39 90 91
3593
0GiS0
A TypeScript-based MCP server that implements a simple note-taking system using…
B 76 5⁄4 ◉ ⏳ 84 65 N/A 22 95 100
3594
Vasanthadithya-mundrathi
Provides access to 20+ Kali Linux penetration testing tools through isolated Do…
B 76 5⁄5 ◉ ⏳ 94 100 N/A 26 95 41
3595
yerbymatey
Opentrons MCP Server ⚡ Claim 1
A server that provides both comprehensive API documentation and direct robot co…
B 76 5⁄5 ◉ ⏳ 96 82 — 42 81 64
3596
aarora79
MCP server for understanding AWS spend
B 76 5⁄5 ◉ ⏳ 80 70 N/A 48 81 92
3597
alfonsograziano
node-code-sandbox-mcp ⚡ Claim 1
A Node.js MCP server that spins up isolated Docker-based sandboxes for executin…
B 76 5⁄4 ◉ ⏳ 90 61 N/A 48 87 88
3598
Cyreslab-AI
Enables querying the BuiltWith API to discover and analyze website technology s…
B 76 5⁄5 ◉ ⏳ 84 68 — 36 81 100
3599
Sacode
SearxNG MCP Server ⚡ Claim
Provides web search capabilities using SearxNG, allowing AI assistants like Cla…
B 76 5⁄5 ◉ ⏳ 82 60 — 60 83 92
3600
drdee
Memory MCP ⚡ Claim 2
A Model Context Protocol server that allows users to store, retrieve, update, a…
B 76 5⁄5 ◉ ⏳ 85 100 N/A 40 90 47
Showing 3551–3600 of 69007 servers
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