MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34301
vosesoftware
Enables Monte Carlo risk modeling in Excel via conversation, including model bu…
N/A N/A
34302
brandonbosco
Provides access to Civic Plus - See Click Fix, allowing you to interact with y…
N/A N/A 95
34303
Ception
expo-docs Claim
Enables fast, offline search and retrieval of Expo documentation from local .md…
N/A N/A
34304
heinrich321
An MCP server that enables querying Easy Equities and Satrix investment account…
N/A N/A
34305
Pico-Developer
Exposes PICO XR building blocks as MCP tools, enabling AI agents to programmati…
N/A N/A 95
34306
kennypeh85
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
N/A N/A
34307
ZaynTawfik
A UCP-compliant MCP storefront server that exposes product catalog operations (…
34308
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
N/A N/A 61
34309
mountain-pass
MCP server for Australian address search and validation powered by Addressr.
34310
JrJuni
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
N/A N/A
34311
smythmyke
Workflow tools for US federal contractors — go/no-go bid scoring, incumbent int…
34312
guh
guhhan4678 Claim
N/A N/A 95
34313
haydentbs
Read-only MCP server for exploring US federal spending data via the USAspending…
N/A N/A
34314
sangeethdba
Enables monitoring and management of Apache Cassandra and DataStax Enterprise c…
34315
tubone24
Enables Claude to authenticate with GitHub OAuth and access tools for user info…
N/A N/A
34316
tiroshanm
A Model Context Protocol (MCP) server implementation that provides Facebook Pag…
34317
neomorrison
A full-featured MCP server for the ElevenLabs API that brings text-to-speech, s…
N/A N/A
34318
mbeps
Enables LLMs to work with Excel and CSV files through structured tools for work…
34319
le7-3609
Enables Claude to intelligently organize files by scanning folders, detecting d…
N/A N/A
34320
MohanTn
AIConductor Claim
Orchestrates multi-stakeholder feature refinement and development execution wor…
N/A N/A
34321
Zehee
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
N/A N/A
34322
zanewebb
Turns natural-language requests into printable Gridfinity STL/STEP files for bi…
N/A N/A
34323
adelaidasofia
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcem…
N/A N/A
34324
sky-in-code
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
N/A N/A
34325 N/A N/A 95
34326
ehartye
A Model Context Protocol server that enables coding agents to search for and re…
N/A N/A
34327
monthop-gmail
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
N/A N/A
34328
CabalSpy
KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker,…
34329
Oscorp-HQ
Drive Android & iOS mobile-app automation from your AI agent on locally connect…
N/A N/A
34330
MarketLens-AI-Platform
Enables product enrichment with sentiment analysis, category mapping, and attri…
34331
Doorman11991
Model-agnostic code memory MCP server using budget-aware graph retrieval for AI…
N/A N/A
34332
gws8820
Provides a tool to calculate basic text metrics including character count, char…
N/A N/A
34333
AvolveAi
MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, …
N/A N/A
34334
phaiel
A Model Context Protocol (MCP) server that provides AI assistants with access t…
34335
fifeek0
Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
N/A N/A
34336
Travel-Code-Inc
Enables AI assistants to search flights and hotels, manage bookings, check flig…
34337
lordbasilaiassistant-sudo
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
34338
Agent-Pattern-Labs
geometra Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
34339
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
81
34340
darkelf1004
myproject Claim
N/A N/A 95
34341
GPTNowLLC
Unofficial MCP server for the public PortlandMaps property/permit/zoning API. N…
34342
maithanhduyan
A simple Model Context Protocol (MCP) server with ChromaDB integration, allowin…
N/A N/A
34343
FlipFlopszzz
coserial Claim
Enables humans and AI agents to collaboratively control serial ports via MCP to…
N/A N/A
34344
mcp-research
Provides tools to generate images using Amazon Nova Canvas and videos using Ama…
81
34345
yolo-maxi
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
N/A N/A 95
34346
Cerebras
This MCP server is designed for planning with Claude Code, Cline, or Cursor and…
N/A N/A
34347
dilshankavishka
MCP-Server Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
34348
juan-sibbo
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
34349
codeafix
Provides read/write file tools with lint validation to prevent agents from writ…
N/A N/A
34350
taraspiotr
frisco-mcp Claim
MCP server for Frisco.pl — lets Claude add groceries to your cart, search produ…
N/A N/A
Showing 34301–34350 of 67181 servers
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