MCP Server Quality Scores

Independent quality analysis of 62662 public MCP servers

62662
Discovered
30151
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34051
yourtechtribe-labs
koncepto Claim
Semantic concept graph MCP server for codebases — what your code means, not jus…
N/A N/A
34052
flarelink-dev
Flarelink Claim
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI codin…
N/A N/A
34053
Sophomoresty
MCP server for web search powered by Google AI Mode (Gemini). Enables any AI ag…
34054
kavinr24
Connects Roblox Studio to local AI agents via HTTP, allowing them to control St…
N/A N/A
34055
collactivelabs
A production-ready MCP server that enables Claude and other LLMs to generate im…
N/A N/A
34056
a-earthperson
MCP server for integrating LightRAG with AI tools. Provides a unified interface…
N/A N/A
34057
EricxStone
Provides market data and user position information from earn providers like AAV…
34058
mfdaves
okf-mcp Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
N/A N/A
34059
suiware
@suiware/mcp Claim
Enables AI assistants to interact with Sui Network through tools for balance ch…
34060
hesreallyhim
Cryptographically secure random number generation and randomized resources, inc…
N/A N/A
34061
badchars
cve-mcp Claim
Unifies NVD, EPSS, CISA KEV, GitHub Advisory, and OSV into a single MCP server,…
34062
autodesk-platform-services
Provides access to Autodesk Platform Services API, enabling interaction with AC…
N/A N/A
34063
Lil-Code30
MCP server that integrates the National Weather Service API to fetch weather al…
34064
Astralchemist
StickyInc Claim
Captures commitments from LLM conversations into a persistent local task list s…
N/A N/A
34065
ivarrian
Provides access to Victoria, Australia's public holidays and important dates vi…
34066
JNPRAutomate
Enables remote execution of Linux commands via SSH, supporting system monitorin…
34067
seangx
kitty-hive Claim
MCP server for multi-agent collaboration enabling AI agents to communicate, del…
34068
slavpilus
Enables customer support across e-commerce platforms by providing order managem…
34069
UmarHassanKhan929
Streams live React profiler data to AI agents, enabling them to analyze perform…
N/A N/A
34070
algolayertechnologies
mapsi-mcp Claim
Geospatial API tools for AI agents — geocoding, reverse geocoding, routing, iso…
34071
benwmerritt
Shopify MCP Claim
A Model Context Protocol server that connects AI agents to the Shopify Admin Gr…
34072
bit2me-devs
Enables AI assistants to interact with the Bit2Me cryptocurrency ecosystem, inc…
34073
sebazai
faceit-mcp Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
34074
jiweiqi
AI assistants can size heat pumps, estimate energy costs, and verify cold-clima…
34075
jacobcxdev
MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
N/A N/A
34076
Zhonghao1995
Eleven MCP servers exposing a reproducible EPA SWMM stormwater-modelling workfl…
N/A N/A
34077
r33drichards
minizinc-mcp Claim
Enables solving constraint satisfaction and optimization problems using MiniZin…
34078
ish-cs
Enables reading and sending iMessages through Poke via a local Mac server, with…
N/A N/A
34079
brs077
Enables Claude to create 3D-printable CAD models using build123d, with tools fo…
N/A N/A
34080
SerenaHangSinclair
A Model Context Protocol (MCP) server for Microsoft SQL Server that provides to…
34081
entroute
entroute Claim
Enables web search for AI agents with pay-per-search in USDC, no API keys neede…
34082
bertshim
Enables interaction with MySQL databases through MCP tools for querying table s…
81
34083
yashwitam
MCP Server Claim
An MCP server that provides document management capabilities including reading,…
N/A N/A
34084
samelie
arcana-mcp Claim
Semantic vector DB as an MCP server for Claude Code — SQLite + FTS5 + local ONN…
N/A N/A
34085
rubber25ba
Search local file contents recursively with keyword matching
N/A N/A
34086
talm
Eclincher Claim
Publish, schedule, moderate your social inbox, and pull analytics across every …
34087
vespo92
A Node.js MCP server that connects AI assistants to SolidWorks for CAD automati…
N/A N/A
34088
mbrummerstedt
A read-only MCP server for exploring and analyzing a Secoda data catalog, enabl…
81
34089
respanai
Enables AI assistants to access and manage Respan logs, traces, customers, and …
81
34090
wiroai
Official MCP server for Wiro AI that provides access to hundreds of AI models f…
81
34091
Anbus2011
Enables searching and retrieving product information from DigiKey's API, includ…
N/A N/A 95
34092
foxywolf-hub
mcp-server Claim
Enables uploading and managing Postman collections, environments, and data file…
N/A N/A 95
34093
matematicsolutions
lt-eli-mcp Claim
Searches Lithuanian legislation by title and fetches full text from the Registe…
81
34094
LaplaceYoung
Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc…
N/A N/A 95
34095
NodeDex
nodedex Claim
Your project's decision history for agents: decisions, dead-ends, constraints -…
N/A N/A
34096
XavierBeheydt
mcp-kraken Claim
An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API ove…
34097
CSOAI-ORG
fda-samd-mcp Claim 1
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
N/A N/A 81
34098
JoergKoester
An MCP server that provides AI assistants with direct access to FileMaker datab…
34099
Carlys17
Fetches verified EVM smart contract source code, scans for vulnerabilities, ana…
81
34100
ruliana
Enables interaction with your Logseq personal knowledge management system via M…
N/A N/A
Showing 34051–34100 of 62662 servers
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