MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34301
kremdigital
Exposes Team Vault's REST API as MCP tools for AI agents, enabling programmatic…
34302
easyweek
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
34303
angeliaz
Unified financial data access for US, A-share, HK stocks, and FX rates with aut…
N/A N/A
34304
junnaisystems
Enables AI assistants to interact with Zoho CRM data through secure OAuth authe…
N/A N/A
34305
srotzin
Enables AI agents to sign and verify actions with ML-DSA-65 digital signatures,…
34306
benjammartin
Munition Claim
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Cur…
N/A N/A
34307
EtienneBBeaulac
Enables AI coding agents to access and manage multiple configured workspace rep…
N/A N/A
34308
jtxmp
Gives AI assistants image generation and editing capabilities through OpenRoute…
34309
rjpruitt16
Aquifer Claim
A MCP Runtime for dealing with spiky agentic traffic in golang
34310
deruke
asi-mcp Claim
AI-powered Attack Surface Intelligence server that exposes industry-standard pe…
34311
hlavrencic
MCP server for Portainer REST API that enables AI assistants to manage Docker c…
34312
pipeworx-io
Gdelt Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
34313
mailkite
mailkite Claim
Send email, manage domains, DNS, webhooks, templates, and inbound routing on Ma…
34314
JoshuaOliphant
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
N/A N/A
34315
flowerfvase
A unified MCP server integrating Feishu, Notion, and Yuque platforms with 73 to…
34316
zk-armor
Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling ea…
N/A N/A
34317
aloksinghGIT
Analyzes .NET and Java projects to detect stateful code patterns and provides r…
81
34318
DanielOrtiz0220
Find NYC public restrooms and their latest Parks inspection status, from NYC Op…
N/A N/A
34319
fastmcp-me
MCP server providing seamless integration with Trino and Iceberg for advanced d…
34320
verifoxturnix1
Verify email deliverability & find business emails (single or bulk) via the Ver…
34321
maximem-ai
Synap Memory Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
34322
ShellyDeng08
MCP server enabling AI assistants to search, analyze, and generate content for …
N/A N/A
34323
marcus160365
Behavioral intelligence for client-facing professionals. Know who you're walkin…
34324
mocomoco-inc
Enables transcription of audio and video files using mocoVoice API, allowing us…
N/A N/A
34325
MikeyBeez
Provides direct access to Ollama models for AI inference, including text genera…
N/A N/A
34326
NieLubieRudej
engine Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
N/A N/A
34327
aws-samples
Provides tools for validating, listing, describing, and fetching Allotrope Simp…
N/A N/A
34328
creativescope
Mobile-game ad creative intelligence across SDK ad networks: search, rankings, …
34329
trustos-trustfolio
MCP server for verifying high-impact decisions with Trust OS.
34330
0xSoftBoi
Enables driving a BitRobot-compatible ground robot (e.g., Earth Rover Mini+ or …
N/A N/A
34331
Lakshan12367
A Model Context Protocol (MCP) server that turns multiple AI coding agents into…
N/A N/A
34332
aayuushh365
Enables claude.ai to append durable memory entries to an Obsidian vault on GitH…
34333
memoket
memoket Claim
Memoket — access your recording transcripts, summaries, and key takeaways over …
34334
ArchieAngelBeWithUs-prog
operandi Claim
Grounded, safety-checked appliance operation packages for robots and agents. Ze…
N/A N/A
34335
epheterson
Enables AI agents to search, read, and manage offline knowledge from ZIM files …
34336
chicoIA
mcp-glpi-it4 Claim
Integrates with GLPI IT4Solução API v2.3 (OAuth2) to manage tickets, computer i…
34337
saihgupr
Enables managing Keyboard Maestro macros with natural language commands, includ…
N/A N/A
34338
heisee
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON…
N/A N/A 83
34339
dachivadachkoria
Enables AI-powered automated testing, security scanning, code review, and maint…
N/A N/A
34340
observer-protocol
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
34341
reinthal
arxiv-mcp Claim
Converts arXiv academic papers to Markdown format and provides tools for extrac…
N/A N/A
34342
unstrike
Connects AI assistants to AttackForge's Self-Service API with full endpoint cov…
N/A N/A
34343
Novalya-Labs
Enables interaction with Plane.so project management API through natural langua…
34344
desikai-lab
Marrow Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
N/A N/A
34345
AINative-Studio
Generate production-ready Product Requirement Documents with full AINative plat…
34346
HuginnIndustries
Evidence-backed reverse engineering and human-gated software planning for Pi an…
N/A N/A
34347
lockwood-launch
zxoar Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
N/A N/A
34348
3esign
psychosynth Claim
Psychometric data marketplace: Big Five profiles, cognitive biases & behavioral…
N/A N/A
34349
Reculi
file operation
N/A N/A 95
34350
henryspatialanalysis
Close API Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
Showing 34301–34350 of 64698 servers
« Prev 1 685 686 687 688 689 1294 Next »