MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41051
sunlover7
AgentLinkOps Claim
Backlink monitoring with dated fetch evidence; checks and change events continu…
— ○ ⏳ — — — — — —
41052
cmendezs
mcp-ksef-pl Claim
Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON…
— ○ ⏳ — N/A N/A — — —
41053
almir.kvakic
test Claim
— ○ ⏳ — N/A N/A — 95 —
41054
dkruyt
mcp-nettools Claim
A Model Context Protocol server that provides network diagnostics and scanning …
— ○ ⏳ — — — — — —
41055
alifindrar
Enables semantic and keyword search over legal documents, conflict detection, a…
— ○ ⏳ — N/A N/A — — —
41056
plori-ai
plori Claim
Create and drive plori cloud agents and workflows over MCP; each agent has its …
— ○ ⏳ — — — — — —
41057
pongsakorn-onsri
Enables AI assistants to trade on MetaTrader 5 on Linux by bridging the Windows…
— ○ ⏳ — — — — — —
41058
johnisanerd
Google Local Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
— ○ ⏳ — — — — — —
41059 — ○ ⏳ — N/A N/A — 95 —
41060
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
— ○ ⏳ — — — — 81 —
41061
runnel
voog-mcp Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
— ○ ⏳ — — — — — —
41062
gotalab
A novel game server supporting multi-branch visual novel scenarios in English a…
— ○ ⏳ — N/A N/A — — —
41063
pumanitro
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
— ○ ⏳ — N/A N/A — 95 —
41064
thejens
Serve a pydantic-ai toolset as an MCP server, enabling reuse of tools across ag…
— ○ ⏳ — — — — — —
41065
junter1989k-ai
Nepal payments for AI agents — Khalti wallet via Khalti. Never holds funds.
— ○ ⏳ — — — — — —
41066
rodrigta
IBKR MCP Claim
MCP server for Interactive Brokers via IB Gateway, enabling read access to acco…
— ○ ⏳ — N/A N/A — — —
41067
CSOAI-ORG
churn-predictor-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — 95 —
41068
Karun9107
Enables querying local MySQL databases and managing Docker containers (listing,…
— ○ ⏳ — N/A N/A — — —
41069
Ponywen0819
Enables Claude Code CLI to interact with Obsidian by reading selections, openin…
— ○ ⏳ — N/A N/A — — —
41070
compiuta-origin
Enables natural language interaction with Connhex IoT platform APIs for managin…
— ○ ⏳ — N/A N/A — — —
41071
shen866
A universal vision MCP server that enables Claude Code and Claude Desktop to de…
— ○ ⏳ — — — — — —
41072
cognis-digital
Adversa Claim
LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabil…
— ○ ⏳ — N/A N/A — — —
41073
Primate-Intelligence
mcp Claim
Video scene understanding for AI agents via the Primate Vision API.
— ○ ⏳ — — — — — —
41074
ifmelate
Enables AI agents to ask clarification questions and receive structured user in…
— ○ ⏳ — N/A N/A — — —
41075
hectortemich
Talk to your DeonPay merchant account from any MCP-compatible AI host. Enables …
— ○ ⏳ — — — — — —
41076
YforC
antoskill Claim
A package manager for Agent Skills — discover, vet, and pin them across Claude …
— ○ ⏳ — N/A N/A — — —
41077
Elvisaryan
AIOps MCP Claim
A multi-agent MCP server that turns LLMs into an autonomous incident-response c…
— ○ ⏳ — — — — — —
41078
DankeyDevDave
A comprehensive security validation system for MCP server implementations, prov…
— ○ ⏳ — N/A N/A — — —
41079
danielmeppiel
Enables platform engineering workflows via GitHub Copilot, including creating r…
— ○ ⏳ — — — — — —
41080
shaheen2013
Enables querying the DuckDuckGo Instant Answer API through the Model Context Pr…
— ○ ⏳ — — — — — —
41081
RectiFlex
Manage properties, companies, employees, invoices, materials, and more from Cen…
— ○ ⏳ — N/A N/A — 95 —
41082
AllianceGS-Development
Enables Claude to interact with the Centrex CRM & LOS API, providing direct acc…
— ○ ⏳ — N/A N/A — — —
41083
bughide010
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
41084
twkim1122
Enables AI agents to automatically analyze AWS LNA CSV data and generate compet…
— ○ ⏳ — N/A N/A — — —
41085
danielgolub
MCP server that enables AI tools to search, read threads, and retrieve latest p…
— ○ ⏳ — N/A N/A — — —
41086
Pan-Robotics
bus-mcp Claim
MCP server for Raspberry Pi peripheral bus access, enabling AI agents to intera…
— ○ ⏳ — N/A N/A — — —
41087
purplegrain
Purple Grain Claim
Search and book agricultural contracting services on the Purple Grain marketpla…
— ○ ⏳ — — — — — —
41088
iPAYX-Technologies
mcp-fx-audit Claim
FX forensic audit MCP. Detects hidden bank markups on cross-border payments. FI…
— ○ ⏳ — — — — — —
41089
PPiai
youtube-mcp Claim
MCP server for YouTube Data API v3 enabling video search, channel lookup, trend…
— ○ ⏳ — — — — — —
41090
Departure and admission records for AI agents with Ed25519/P-256 signatures.
— ○ — N/A N/A — 81 —
41091
wyre-technology
atera-mcp Claim
MCP server for the Atera RMM API. Implements a decision tree architecture for e…
— ○ ⏳ — — — — — —
41092
supertone-inc
High-quality Supertone TTS API: generate speech, search & preview the voice cat…
— ○ ⏳ — — — — — —
41093
Universal MCP server for local filesystem skills with lazy loading and context-…
— ○ — N/A N/A — 81 —
41094
Noves-Inc
canton-mcp Claim
Query Canton Network balances, rewards, transactions, prices, and identity from…
— ○ ⏳ — N/A N/A — — —
41095
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
— ○ — N/A N/A — 81 —
41096
Agentic-Private-Office
Family Office Knowledge Graph: read-only MCP door over the public record. Agent…
— ○ ⏳ — — — — — —
41097
Scottpedia0
MCP server for Vertafore AMS360 WSAPI v3 that enables querying clients, policie…
— ○ ⏳ — — — — — —
41098
agiletec-inc
MCP server for self-hosted Supabase with RLS-aware PostgreSQL and PostgREST lay…
— ○ ⏳ — — — — — —
41099
charliecpeterson
edamcp Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
— ○ ⏳ — N/A N/A — — —
41100
inspizzz
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
— ○ ⏳ — — — — 81 —
Showing 41051–41100 of 69365 servers
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