MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38901
mambalabsdev
Resolve a company domain to its registered legal entity, company number, LEI an…
N/A N/A
38902
ben-2wnm
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
N/A N/A 95
38903
AceDataCloud
mcp-glm Claim
MCP server for GLM chat completions using Zhipu AI models via AceDataCloud
38904
ClicheFactory
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
N/A N/A
38905
Bichev
agentradar Claim
Trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents …
N/A N/A
38906
pipeworx-io
Enables querying and searching Lincoln & Lancaster County GIS open geospatial d…
38907
apizarrocotes
pptx Claim
N/A N/A 95
38908
matematicsolutions
de-eli-mcp Claim
Searches and retrieves German federal legislation from NeuRIS, the official leg…
38909
andretaki
Complete 49 CFR 172.101 hazmat table lookup with special-provision decoding, ci…
N/A N/A
38910
sciscale-studio
Turn rough requests into rigorously structured prompts for any coding agent. Qu…
38911
rlowndes9
Enables AI agents to audit and analyze Zendesk instances through a read-only MC…
38912
Raunaksplanet
xcode-mcp Claim
Bridges AI assistants with Xcode to control projects, builds, simulators, testi…
N/A N/A
38913
schwarztim
An MCP server that provides AI assistants with access to CrackMapExec/NetExec n…
N/A N/A
38914
enrichlayer
Provides 25 tools to enrich company, person, contact, school, and job data via …
38915
labyrinth-analytics
LoreDocs Claim
Versioned document vault system for MCP-compatible AI agents. Organizes referen…
N/A N/A
38916
Aimino-Tech
Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembl…
38917
vj-presidio
A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interacti…
N/A N/A 95
38918
duaraghav8
MCPJungle Claim
Self-hosted MCP Server registry for enterprise AI Agents
N/A N/A 95
38919
Fmarzochi
EGC Claim
Local MCP runtime that gives persistent cross-session memory to 12 AI coding ag…
N/A N/A
38920
kb_mcp
biai Claim
N/A N/A 95
38921
morrow-addref
LSP-MCP Claim
Minimal MCP server bridging a Roslyn C# language server to AI agents, exposing …
N/A N/A
38922
anconina
An MCP server that provides 20 tools for accessing Yahoo Finance stock data, fi…
N/A N/A
38923
sawftware-labs
api Claim
AI document intelligence: extract, summarize, claim-check, and notarize with on…
38924
duvomike
Generate time-based one-time passwords for two-factor authentication. Create co…
N/A N/A 95
38925
smoothiekanoble
Enables Poke to read and update today's HabitTracker habits via Supabase, with …
N/A N/A
38926
dburton-influxdata
An MCP server that gives AI assistants full control over Telegraf Controller to…
38927
bradburch
mcp-auth-kit Claim
A production-minded MCP server kit that provides OAuth 2.1/PKCE authentication,…
38928
michellelandon
A deliberately broken calculator MCP server that always returns double the corr…
N/A N/A
38929
ajanderson1
Enables interaction with the PocketSmith personal finance API through 43 MCP to…
38930
EarthChen
MCP server that establishes feedback-oriented development workflows with dual W…
38931
Run-IQ
MCP server exposing a parametric policy engine for evaluating, simulating, and …
N/A N/A
38932
ejentum
ejentum-mcp Claim
MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
N/A N/A
38933
harshgurjar731
Manages company document metadata and URLs in a local SQLite database, with aut…
38934
alanpcf
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks …
N/A N/A
38935
hanxuanliang
This server enables searching PubMed articles, fetching metadata, and downloadi…
38936
dicloak-mcp
dicloakmcp Claim
N/A N/A 95
38937
InnoDay Claim 1
Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issue…
N/A N/A 81
38938
PostOakLabs
476 MCP tools across 557 fintech tools: ChainGraph AP2 decisions, execution_has…
38939
Aimino-Tech
Rust-native MCP server for Office document processing
N/A N/A
38940
junter1989k-ai
Netherlands Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get…
38941
onmokoworks
WizTree MCP Claim
Read-only MCP server that wraps WizTree's CSV export and adds disk-usage analys…
N/A N/A
38942
J8k3
AWS Payment Cryptography via MCP — keys, PIN/MAC/CVV/ARQC, PCI guards, HSM migr…
N/A N/A
38943
IntentGuardLabs
Enables AI agents to submit Ethereum transactions with on-chain outcome protect…
N/A N/A
38944
phrase
Use Phrase APIs from any MCP client (Claude, Cursor, etc.) with ready-to-use to…
38945
AI-powered Amazon ECS workload management
N/A N/A 81
38946
josebarnetche
Mercado ganadero argentino: INMAG, precios, remates, directorio y valor de la h…
38947
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
N/A N/A
38948
Continuum-AI-Corp
AI video dubbing via OrcaRouter (model orca/dub): upload a video or URL, poll, …
N/A N/A
38949
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
38950
SylphxAI
Sniff format and delegate to Sylphx Reader siblings for unified media read.
N/A N/A
Showing 38901–38950 of 67181 servers
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