MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39801
dravidsajinraj-iex
Extract content and metadata from various file formats including PDF, DOC, DOCX…
N/A N/A 95
39802
Gainium
gainium-mcp Claim
MCP server for Gainium — manage trading bots, deals, and balances via AI assist…
39803
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
39804
forge-treasury
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent t…
39805
sawzhang
Bruin Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
N/A N/A
39806
shar0
A Unity C# plugin that enables AI assistants to write, edit, and test visual no…
N/A N/A
39807
nancliu
Enables AI assistants to act as apprentices that learn from users through the a…
N/A N/A
39808
Mnehmos
A backend server that executes advanced logic primitives and cognitive operatio…
81
39809
BenMousaAmine
mcp-tldr Claim
MCP server that exposes llm-tldr code analysis tools (tree, structure, context,…
N/A N/A
39810
emiliosheinz
poa-bus-mcp Claim
Access bus stops, routes, and real-time information for Porto Alegre's public t…
39811
GTCC777
pulsenetwork Claim
914 paid market-data & token-safety endpoints — keyless x402 USDC: Base, Solana…
39812
niradler
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
N/A N/A
39813
graphpilot-oss
graphpilot Claim
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and ex…
N/A N/A 95
39814
acoyfellow
mcpu Claim
MCP server for managing Cloudflare Workers via Cloudflare Artifacts. Enables ed…
N/A N/A
39815
VladMontana
docubridge Claim
Provides AI assistants with direct access to local Markdown documentation libra…
N/A N/A
39816
Etha0916
Bilingual financial news sentiment (English + Traditional Chinese) scored by Cl…
N/A N/A
39817
Koslovski79
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
39818
drquandary
A sophisticated academic manuscript revision system that provides surgical, lin…
N/A N/A
39819
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
39820
prashantaxapta
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
N/A N/A 95
39821
Holetron-lab
RCLL Claim
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM o…
N/A N/A
39822
Rakesh282002
Enables users to interact with a set of tools via an LLM agent, allowing natura…
N/A N/A
39823
gersonfreire
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Map…
N/A N/A 95
39824
mcpland
Webpage MCP Claim
Enables AI assistants to control your webpage via MCP, allowing navigation, scr…
N/A N/A
39825
romanpert
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
N/A N/A
39826
rakanalalami
Kamy Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
81
39827
menorhge3556
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
39828
ilo.begashvili
browserbase Claim
N/A N/A 95
39829
rowbradley
A minimal MCP server for creating and updating Google Docs from markdown.
N/A N/A
39830
thinktraveller
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
95
39831
agentcivics
agentcivics Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
39832
ioai-labs
neo Claim
Portafolio argentino consolidado, precios BYMA en vivo, cauciones y ordenes. So…
39833
That-sME
Enables teams to automate certificate issuance and query engagement data from t…
39834
shaharwiener
Provides secure, read-only access to Microsoft SQL Server with multi-layer prot…
39835
pipeworx-io
Provides access to City of Onkaparinga's open geospatial data via ArcGIS, enabl…
39836
DeHor-Labs
Provides Brazilian agribusiness data such as livestock, crop prices, weather, e…
39837
mananmodi-product
caelian Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
N/A N/A 95
39838
MCP server for orchestrating Node.js development servers (backend, frontend, da…
N/A N/A 81
39839
@itorisaias
Demonstrate and validate the Model Context Protocol server implementation with …
81
39840
Pb-207
An MCP server that enables academic research by searching Google Scholar, fetch…
N/A N/A
39841
Addono
gh-attach Claim
Enables AI applications to upload images and videos to GitHub issues, pull requ…
81
39842
achilliesbot
agentiam-mcp Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
N/A N/A
39843
vinicius
clockify_mcp Claim
N/A N/A 95
39844
neat-technologies
Provides AI agents with a live architecture model of a codebase, enabling queri…
81
39845
crackgo
An MCP server that provides speech-to-text transcription and speaker diarizatio…
N/A N/A
39846
yazeedbesher12
A local Python MCP server that creates a GitHub issue, Notion task page, and Go…
39847
acebot712
PromptGuard Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
N/A N/A 83
39848
CSOAI-ORG
self-healing-infrastructure-mcp MCP server by MEOK AI Labs
N/A N/A
39849
aard-ai
Enables natural language discovery, querying, and analysis of Thailand's offici…
39850
tiago123456789
Enables chat-based interaction with PostgreSQL databases, supporting table list…
Showing 39801–39850 of 66534 servers
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