MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59301
ai-caseylai
Enables seamless integration with WhatsApp through the Model Context Protocol, …
81
59302
professor2025usa
neo Claim
N/A N/A 95
59303
jusi-aalto
MCP server for generating Scopus ISSN boolean queries based on journal rankings…
N/A N/A
59304
Leev1s
aa-mcp Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
59305
luislopezsanchez
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
59306
alshawwaf
Enables LLM agents to automate Check Point firewall rule changes by translating…
59307
smythmyke
Patent intelligence and prior-art research for the AI Patent Search Generator. …
59308
WtecHtec
qa-workflow Claim
QA bug-fix workflow MCP server that waits for bug reports with source locations…
N/A N/A
59309
mattcollins
Enables AI agents to manage DNS records through the Spaceship API, with special…
59310
neverprepared
MCP server that provides persistent, structured memory using an Obsidian vault …
N/A N/A
59311
matematicsolutions
fi-eli-mcp Claim
Enables accessing Finnish legislation from the Finlex open-data API, listing st…
59312
illusionist-2
An MCP server that gives LLM clients access to a SQL Server database and the lo…
N/A N/A
59313
aigentive
Enables conversational image generation, editing, and refinement through OpenAI…
59314
gm4prezi
oig-leie-mcp Claim
Screens individuals and entities against the OIG LEIE exclusion list, returning…
N/A N/A
59315
vantage-meridian-group
Free competitive pricing intelligence for SMB CPG brands. Check where any produ…
59316
fcapub
idm-mcp Claim
Mock identity-management MCP server for decentralized identity that allows mint…
59317
breezykalama
MCPGen Claim
Generates safe-by-default MCP servers from OpenAPI specs, exposing only low-ris…
59318
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
59319
Pullagura55
Enables Claude to perform file operations, retrieve system information, run cal…
N/A N/A
59320
Oscar-Zeng
Enables AI agents to query airport information and calculate Great Circle dista…
N/A N/A
59321
senjoyee
An MCP server that wraps the Trading 212 Public API, enabling AI agents to inte…
59322
chaosisnotrandomitisrhythmic
anki-mcp Claim
MCP server for Anki via AnkiConnect, enabling creation, search, and management …
N/A N/A
59323
pedrofalchi-fullstack
EcommAPI Claim
Enables AI-powered analysis of e-commerce products and sales data, proposing pr…
N/A N/A
59324
EdwinDigital
Enables read-only analysis of Power BI China reports and semantic models throug…
59325
poseidon73561
Provides monthly average wages data by NACE sector and education level for Luxe…
59326
Rawal1755
Enables tracking of personal expenses with tools to add, list, update, delete, …
N/A N/A
59327
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
59328 N/A N/A 95
59329
jukaben32
blender-mcp Claim
Connects Blender to Claude AI through the Model Context Protocol, enabling prom…
59330
ShutovKS
Agent Lab Claim
Run and test agentic systems in isolated Docker sandboxes, varying system promp…
N/A N/A
59331
atikahjapry
MCP server that enables AI assistants to run multi-step agent pipelines (e.g., …
N/A N/A
59332
blinkingbit-oss
execkit Claim
Stateful, structured, auditable shell sessions for AI agents over local, SSH, a…
N/A N/A
59333
Acuris-GmbH
MCP server that verifies storefront merchants before AI agents make payments, c…
59334
bvolpato
A simple MCP server with OAuth 2.0 authentication for testing OAuth support in …
N/A N/A
59335
jakejackson910
50-state professional license verification for AI agents.
N/A N/A
59336
TheGoatPsy
mneme Claim
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is g…
N/A N/A
59337
equicirco
MCP server for JCGE discovery, modeling guidance, solving, validation, and equa…
N/A N/A
59338
Szotasz
An MCP server that gives Claude access to fal.ai generative AI models for image…
N/A N/A
59339
mert574
An MCP server for managing Lokalise translations, enabling creation, retrieval,…
59340
hjongc
A remote MCP server for navigating Korean senior-care support, routing question…
59341
retospect
gripe-mcp Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
59342
matias-denatale
eph-context Claim
Provides official INDEC register designs and methodological rules to AI models,…
N/A N/A
59343
vast-data
MCP server for VAST Data administration, enabling AI assistants to monitor, lis…
59344
antidumpalways
Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio an…
81
59345
Anymfah
Connect AI assistants to Stellary projects, boards, documents, and governed age…
59346
abshkbh
Exposes Arrakis VM sandbox functionality to LLMs, enabling sandbox management a…
N/A N/A
59347
Mukkesh20
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
81
59348
uetuluk
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
N/A N/A
59349
zhouqyu666
Enables generating short videos for Chinese herbs with information, images, voi…
59350
jimestesblog
A highly configurable, deployment-ready MCP server with modular architecture fo…
Showing 59301–59350 of 66484 servers