MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42151
JayOfemi
shikamaru Claim
Provably correct ISDA day-count and accrued-interest calculations, verified aga…
N/A N/A
42152
Armada735
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
N/A N/A
42153
as7722314
Enables reading, writing, editing, and converting Office documents (ODT, DOCX, …
N/A N/A
42154
microcmsio
Provides access to microCMS documentation, enabling AI assistants to search and…
42155
marco280690
Integrate your applications with real-world data and tools seamlessly. Access f…
N/A N/A 95
42156
RhizomaticRobin
Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Tes…
81
42157
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
81
42158
niyiomotoso
testp Claim
N/A N/A 95
42159
neverinfamous
PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, …
N/A N/A 95
42160
scoutos
A Deno implementation that enables AI models to interact with Linear issue trac…
81
42161
areebahmeddd
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
42162
PedroHSGuimaraes
Integrates with the Tienda Nube/Nuvemshop API to manage products, orders, custo…
42163
universal-mcp
Enables interaction with Posthog through a standardized MCP interface, providin…
42164
albertbolanoss
labs_mcp Claim
MCP Server with AI-powered tools including ElevenLabs text-to-speech for realis…
N/A N/A
42165
Alex-Keyes
Integrates with the Boostcamp fitness platform to provide access to training hi…
N/A N/A
42166
CSOAI-ORG
stripe-billing-mcp MCP server by MEOK AI Labs
N/A N/A
42167
OverQuotaAI
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
81
42168
Samhud99
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
81
42169
antonybudianto
web-pixel3 Claim
N/A N/A 95
42170
JRafael2023
Enables AI assistants to manage multiple WordPress sites, create and publish co…
81
42171
idyll
shortcut-mcp Claim
MCP server for interacting with Shortcut (project management) directly from Cla…
42172
nicobailon
AI-powered code review server that analyzes git diffs and PRs with context from…
N/A N/A
42173
Androsh7
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
42174
margint-ai
Enables querying Margint per-customer AI margins and costs from MCP clients. Pr…
42175
CSOAI-ORG
meok-fria-generator-mcp MCP server by MEOK AI Labs
N/A N/A
42176
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
42177
metaplex-foundation
Provides basic Solana RPC methods and prompts for AI models to interact with th…
42178
Nimbleway
Enables AI assistants to interact with the Nimble REST API, allowing them to ex…
42179
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
42180
mohn93
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
42181
islobodan
cotforce-mcp Claim
Give brains to your small models. MCP server enforcing step-by-step Chain-of-Th…
N/A N/A
42182
anon-li
anon.li Claim
81
42183
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
81
42184
andyleimc-source
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
42185
Stevegriswoldatl
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
42186
CTRLabs
CTRL Claim
Visual DeFi workflow automation on Base + Ethereum mainnet.
42187
rahulphenomenon
careermax Claim
All the tools you need to land your next job
N/A N/A 83
42188
loganriebel
Mako Metrics Claim
Competitor Meta ads intelligence reports. List plans, create orders, Stripe che…
42189
cappylab
Recon Claim
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
N/A N/A
42190
nullary-ai
Negative results intelligence for drug discovery: inactive compounds, failed se…
42191
open-agent-id
oaid-mcp Claim
Enables AI agents to securely use Open Agent ID credentials for signing request…
N/A N/A 95
42192
abspace1
Manage and monitor smart home devices directly within your workspace. Retrieve …
81
42193
on-panda
Enables GUI automation by executing Python code with instrumented pyautogui, pr…
N/A N/A
42194
geraservicesuk
AI prompt engineering game: challenges, leaderboards, community prompts.
N/A N/A 95
42195
exekerey
Enables LLMs to interact with blockchain data across 48 networks via the 3xpl J…
N/A N/A
42196
freebeiro
A Cloudflare Worker that provides API access to Postman collections and environ…
N/A N/A
42197
GENESISRE
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
42198
Cope-Labs
selvo Claim
Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fi…
N/A N/A 95
42199
sanztheo
Enables real-time messaging between Claude Code instances, allowing agents to s…
N/A N/A
42200
54dabang
An MCP server for generating offline charts using Apache ECharts SVG SSR and rs…
N/A N/A
Showing 42151–42200 of 46347 servers
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