MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29569
Scored
2112
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6701
YUChoe
Enables comprehensive SQLite database operations including CRUD operations, sch…
B 71 54 72 61 N/A 30 95 86
6702
cyq1017
Enables OpenClaw agents to delegate complex coding tasks to the Antigravity VS …
B 71 54 72 56 N/A 30 95 91
6703
Crossmint
Enables AI agents to programmatically purchase physical and virtual goods from …
B 71 54 62 70 N/A 29 95 93
6704
justmytwospence
inoreader-mcp Claim 1
An MCP server for the Inoreader RSS reader API that allows users to triage arti…
B 71 55 45 100 30 81 90
6705
MikeO-AI
A local-first MCP server for indexing and searching codebases using PostgreSQL …
B 71 54 72 41 N/A 60 90 93
6706
kaiyuanxiaobing
atomgit-mcp-server Claim
Official AtomGit server for integration with repository management, PRs, issues…
B 71 55 72 63 45 80 91
6707
xue20010808
MCP Weather Server Claim
Provides weather information using the US National Weather Service API, includi…
B 71 55 60 63 47 83 100
6708
colakang
Integrates with Google Places API to allow searching, retrieving details, and f…
B 71 55 74 73 21 81 91
6709
ytzlax
Firebase Realtime Database
B 71 54 66 65 N/A 43 89 89
6710
refgrow
mcp Claim
Model Context Protocol server for Refgrow affiliate program management API
B 71 54 60 72 N/A 35 84 96
6711
IliaLarchenko
robot_MCP Claim
A simple MCP server for the SO-ARM100 control
B 71 54 80 33 N/A 58 90 94
6712
msilverblatt
basic-mcp Claim
Provides a suite of deterministic tools for time calculations, math, and string…
B 71 55 66 65 47 74 100
6713
acxelerator
mcp-tenki Claim
Get weather of Japan
B 71 55 44 82 N/A 50 95 85
6714
ctf2009
CastleCall MCP Claim
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
B 71 55 72 58 35 83 100
6715
tim10002
Provides tools for listing and querying Azure resources directly from any MCP c…
B 71 55 72 82 19 80 89
6716
amannm
DoorDash MCP Server Claim 1
Enables interaction with the DoorDash Drive API to create, manage, and track de…
B 71 55 92 95 24 81 41
6717
cphoskins
cronometer Claim 2
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
B 71 55 45 74 N/A 65 83 94
6718
praveenc
MCP Server Builder Claim
Provides searchable access to official MCP protocol specification and FastMCP f…
B 71 55 60 60 65 81 92
6719
espressif
esp-rainmaker-mcp Claim 1
Official Espressif MCP Server to manage and control ESP RainMaker Devices.
B 71 55 86 46 41 82 90
6720
EmilLindfors
mcp Claim 1
A crate for making MCP (Model Context Protocol) compatible programs with rust
B 71 54 72 68 N/A 24 90 89
6721
theduodecim
ascii-art Claim
MCP server that exposes ASCII and Unicode art tools
B 71 55 66 82 N/A 35 95 65
6722
mandresyandri
Geocode BAN MCP Claim
This MCP server enables geocoding of French addresses using the official Base A…
B 71 55 90 55 24 82 91
6723
datdeboer
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
B 71 55 78 61 27 81 96
6724
Wayfinder-Foundry
STAC MCP Server Claim
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
B 71 55 62 82 70 81 60
6725
eliasbiondo
Reddit MCP Server Claim
Provides AI assistants with access to Reddit data for searching, browsing subre…
B 71 55 70 36 76 84 98
6726
itsanamune
Enables interaction with Retell AI's voice and chat agent platform. Build, depl…
B 71 55 86 100 24 81 42
6727
pujandan
Provides AI assistants with direct access to Laravel documentation, coding rule…
B 71 54 66 57 N/A 37 91 100
6728
Zwe1
Enables AI coding tools like Cursor to access Figma design files and metadata, …
B 71 55 66 70 44 81 89
6729
mbrt
Kustomize MCP Claim 1
An MCP server designed to help AI models refactor Kubernetes configurations by …
B 71 54 57 68 N/A 33 95 96
6730
srinath1510
alltrails-mcp-server Claim 1
A MCP server that provides access to AllTrails data, allowing you to search for…
B 71 55 79 37 54 85 100
6731
NomotoK
Doris-MCP-Lite Claim
Enables LLMs to explore database schemas, execute read-only SQL queries, and pe…
B 71 55 84 31 62 81 97
6732
neosun100
notebookLM2PPT Claim
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
B 71 55 72 57 47 81 93
6733
kazuph
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
B 71 55 72 72 39 78 87
6734
bborbe
Enables semantic search over markdown files to find related notes by meaning ra…
B 71 54 76 32 N/A 62 94 92
6735
TheRealDataBoss
vaultit Claim
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
B 71 55 62 63 N/A 52 82 94
6736
luquitared
A starter template for building Model Context Protocol servers that can integra…
B 71 55 54 100 N/A 23 95 68
6737
MrFixit96
Golang Dev Tools
B 71 55 84 48 54 81 86
6738
Uninen
DevServer MCP Claim 1
An MCP server that enables programmatic management and monitoring of developmen…
B 71 55 57 52 73 82 96
6739
jjsteffen23
Enables verification of natural language claims against CME prediction market d…
B 71 55 84 67 27 80 84
6740
onebirdrocks
ebook-mcp Claim 1
Enables natural language interaction with e-books, extracting metadata, table o…
B 71 54 69 31 N/A 62 95 99
6741
XInTheDark
Fetch MCP Server Claim
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
B 71 55 72 100 39 81 48
6742
ChristophEnglisch
MCP server implementation for Keycloak user management. Enables AI-powered admi…
B 71 55 79 57 N/A 39 81 91
6743
solclaimer
An MCP server that enables AI assistants to analyze Solana wallets for empty or…
B 71 55 63 57 56 80 98
6744
scmcphub
cellrank-mcp Claim
Enables natural language interaction for scRNA-Seq analysis including preproces…
B 71 55 84 63 39 81 77
6745
ipfind
ipfind-mcp-server Claim
IP Address location service using the [IP Find](https://ipfind.com) API
B 71 55 68 60 40 82 100
6746
williamvd4
A Model Context Protocol server that enables retrieval of transcripts from YouT…
B 71 55 75 100 40 82 41
6747
lgariv
SSH MCP Server Claim
Enables SSH connectivity and remote command execution on servers, allowing user…
B 71 55 72 100 47 81 44
6748
Kpangaa
NPM MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with n…
B 71 55 69 100 N/A 57 84 38
6749
Sicks3c
HackerOne MCP Server Claim 1
Provides read-only access to HackerOne reports, program scopes, and bounty earn…
B 71 54 70 58 30 92 95
6750
whataboutyou-ai
mcp-eunomia Claim 1
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
B 71 54 66 56 N/A 41 95 94
Showing 6701–6750 of 47066 servers
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