MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51601
pavelpilyak
devrecall Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
N/A N/A
51602
monthop-gmail
An all-in-one MCP server for transcription, supporting YouTube, audio, and vide…
51603
huydepzai121
msc-mcp Claim
Enables retrieval of notifications from the Vietnamese Public Procurement Syste…
51604
H2SO4620
ForgeSwarm Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
51605
HAPPYS1NGH
A Model Context Protocol (MCP) server that provides onchain tools for AI applic…
51606
jessicaruthabbott
Enables programmatic management of Substack content, including creating drafts,…
81
51607
yashmody
proofhub-mcp Claim
A zero-dependency MCP server for ProofHub that provides tools to manage tasks, …
81
51608
sankalpmukim
Enables AI clients to search and retrieve IBM Cloud documentation, converting p…
N/A N/A
51609
hottersquash
Leanote MCP Claim
Enables interaction with a self-hosted Leanote note service, allowing users to …
51610
granola
Granola Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
81
51611
isucorp-taimiralain
Enables posting content, sharing articles, and managing LinkedIn profile throug…
N/A N/A
51612
francojc
mcp-research Claim
Enables academic bibliographic search across arXiv, Semantic Scholar, and Googl…
51613
evrimalacan
Enables AI assistants to interact with Microsoft 365 through the Microsoft Grap…
51614
winLee1118
A local MCP service for safely preparing, validating, and executing multi-platf…
N/A N/A
51615
jaccoklouwer
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
N/A N/A
51616
karbassi
loom-mcp Claim
MCP server that exposes 59 tools for Loom's internal GraphQL API, enabling list…
51617
AdilzhanB
A robust MCP server for real-time sentiment analysis with AI-powered insights, …
51618
sjgant80-hub
gymos-mcp Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
51619
jams24
Manage crypto payments, stores, digital products, and orders via InventPay
N/A N/A 95
51620
XiangXi011
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
51621
ivangr1
walletap Claim
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
N/A N/A 83
51622
Go-555
The Universal MCP Server exposes tools for automated posting and draft saving t…
N/A N/A
51623
shuji-bonji
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
N/A N/A
51624
mokhtarabadi
blowsh-mcp Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
51625
J1034567
Washlib Claim
Find car wash centers in France, compare prices, check live availability, and l…
51626
dslh
google-mcp Claim
Provides 20 tools for Google Drive, Docs, and Calendar operations with OAuth 2.…
N/A N/A
51627
praveendhra
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
51628
lionelschiepers
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
51629
ZapSign
Enables integration with the ZapSign API for electronic document signing and ma…
51630
dustinspace217
A knowledge-graph-based persistent memory server for the Model Context Protocol…
N/A N/A
51631
Roxanne299
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
51632
halbert04
Connects AI assistants to ComfyUI for image, video, and audio generation, provi…
51633 N/A N/A 95
51634
HliB8113
o1table Claim
N/A N/A 95
51635
Fysio-care
Discover Swedish MSK clinics on fysio.care: search clinics, services, and open …
51636
Rockysingh116
Plane MCP Claim
An MCP server that enables LLMs to fully manage a Plane workspace, including pr…
51637
soundbytelabs
sbl-probe Claim
Serial communication and protocol analysis MCP server that gives AI coding assi…
N/A N/A
51638
kokohbudi
Enables AI agents to securely authenticate with Google Tasks and perform full C…
N/A N/A
51639
behrensd
mcp-firewall Claim
Deterministic security proxy (iptables for MCP) that intercepts tool calls, enf…
N/A N/A 95
51640
kao273183
mk-qa-master Claim
AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Ma…
N/A N/A
51641
MCP-Mirror
Implements a structured development workflow for LLM-based coding with feature …
N/A N/A 95
51642
Hippensteel
ccfolio Claim
Enables searching and browsing past Claude Code conversations directly from wit…
N/A N/A
51643
unravel-team
MCP Analyst Claim
Enables Claude to analyze local CSV or Parquet files, handling larger datasets …
N/A N/A
51644
jmagar
Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
51645
Salman0076
An autonomous MCP server that enables LLMs to intelligently query and analyze M…
N/A N/A
51646
acekapila
A Model Context Protocol (MCP) server that provides integration with Things 3 a…
N/A N/A
51647
giuliobracci
MCP server that enables AI agents to read and edit Ableton Live sets, including…
N/A N/A
51648
boy-373
devtools-mcp Claim
Developer toolkit: UUID, timestamp, unit conversion, JSON tools, and QR code (S…
51649
Konohamaru04
computeruse Claim
A stdio MCP server that provides safe local screen observation and one-step exe…
N/A N/A
51650
ViktorOgnev
kaiten-mcp Claim
Enables interaction with Kaiten project management platform through 246 tools f…
Showing 51601–51650 of 67226 servers