MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45801
ankitkapur1992-hlido
Independent AI-agent reviews: trust checks, evidence scorecards, incident regis…
45802
Mcayear
An MCP server for EndstoneMC development, enabling module information queries, …
N/A N/A
45803
emily397
Enables AI agents to draft evidence-grounded cold-email openers, A/B variants, …
45804
bitbonsai
Provides Claude with safe read/write access to Obsidian vaults, with YAML front…
N/A N/A
45805
srotzin
Hive MPP Claim
Dual-rail 402 (x402 + MPP Tempo) MCP server
45806
GetSomeKelso
Enables AI assistants to orchestrate OSINT reconnaissance pipelines, including …
N/A N/A
45807
dwflickinger
A single MCP server that provides dynamic access to thousands of APIs through d…
45808
jiwon86
Wraps Google Gemini's image generation API as an MCP server, enabling text-to-i…
N/A N/A
45809
sunnylabtv-crypto
Ontology-driven multi-agent platform that encodes business policy as code, enab…
45810
WilliamSmithEdward
Enables AI agents to execute SSH commands, read files, and list directories on …
N/A N/A
45811
jmqcooper-ai
Klarefi Claim
Complete regulated intake work and retrieve cited case files without deciding t…
45812
Larshiensch99
Eli Claim
AI ops team for founders: approvals queue, inbox triage, briefing, follow-up dr…
45813
agarwalvivek29
quickwit-mcp Claim
A read-only MCP server that exposes Quickwit log search and aggregations to LLM…
45814
gaforov
selenium-mcp Claim
Enables browser automation through the Model Context Protocol, allowing AI agen…
N/A N/A 95
45815
dhanababum
Enables AI agents to create, manage, and execute code in isolated Firecracker m…
45816
mcpflow
Provides real-time access to Singapore's Land Transport Authority data, includi…
45817
hypawave
hypawave Claim
Agent-to-agent commerce over Bitcoin Lightning: buy, sell, list, and discover f…
N/A N/A
45818
luccakazan
A template for deploying authentication-free MCP servers on Cloudflare Workers …
81
45819
bokazio
MCP server for WordPress content management that provides a secure interface fo…
N/A N/A
45820
MrLesk
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
N/A N/A
45821
rogiervdbrnk
Dutch real estate data with KRK Makelaars report generation.
N/A N/A 95
45822
yuruotong1
autoMate Claim
A personal AI assistant server that provides MCP tools for notes, files, remind…
45823
pipeworx-io
Enables searching and retrieving Australian open government data from data.gov.…
45824
IAMSamuelRodda
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
81
45825
iclaudiumihaila
Enables programmatic control of Safari browser on macOS for web automation, tes…
N/A N/A
45826
pranrichh
Spectre Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
45827
Ilya1991
Enables executing SQL queries, listing databases, and listing tables on a Click…
45828
telnturtle
Enables AI assistants to read and send messages in Google Chat spaces using ser…
N/A N/A
45829
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
45830
agts86
Enables remote database access (RDBMS and MongoDB) through MCP tools, supportin…
N/A N/A
45831
yuechen
plaid-mcp Claim
A local MCP server that provides read-only SQL access to financial accounts via…
N/A N/A
45832
brunoescalhao
hypokrates Claim
Pharmacovigilance hypothesis generation from 15 public drug safety databases
N/A N/A 95
45833
Dianel555
Enhances Gemini CLI with SuperClaude Framework v4.0.9, providing 22 specialized…
N/A N/A
45834
booklib-ai
hn-mcp Claim
The only MCP server that can write to Hacker News, enabling story submission, c…
N/A N/A
45835
FedericaZuccarello
MCP Server Claim
Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool…
N/A N/A
45836
cuongph-dev-work
backlog-mcp Claim
An MCP server providing AI agents with read access to Backlog issues, comments,…
N/A N/A
45837
5queezer
Distill Claim
MCP server that provides a shared team knowledge base by transforming raw input…
N/A N/A 95
45838
danielgolub
MCP server that enables AI tools to search, read threads, and retrieve latest p…
N/A N/A
45839
yukihamada
mu Claim
Official AI-native print-on-demand MCP — say it, AI designs it, sell 40+ goods,…
45840
ebmarquez
MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…
N/A N/A
45841
jingyanjiang
k8s-mcp Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
45842
SARAN-KUMAR-S
Enables LLMs to dynamically search, scrape, and query official documentation of…
45843
t0knight
appsmith-mcp Claim
An MCP server that enables AI agents to build and edit Appsmith apps by driving…
N/A N/A
45844
ShawneilRodrigues
Provides comprehensive mathematical differentiation capabilities using symbolic…
45845
robsonspooner-svg
Indicative SEQ Australia property planning intelligence: zones, overlays, subdi…
45846 N/A N/A 95
45847
tripolskypetr
Provides real-time cryptocurrency trading signals and technical analysis via Bi…
45848
PiMPStudios
Enables LLM-driven audio pipelines by controlling Audacity through mod-script-p…
N/A N/A
45849
Lexmata
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
45850
mentu-ai
navigator Claim
Read-only repo navigation and progressive disclosure; BM25 locator with registe…
N/A N/A
Showing 45801–45850 of 67197 servers
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