MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33208
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68001
777genius
You're the boss, agents are your team. They handle tasks on their own, message …
— ○ ⏳ — N/A N/A — — —
68002
FreedmanCapitalGroup
money Claim
An MCP server that enables AI assistants to match users with capital providers …
— ○ ⏳ — N/A N/A — — —
68003
MCP-Mirror
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
— ○ ⏳ — N/A N/A — 95 —
68004
KodzghlyCZ
mcp-hooker Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
— ○ ⏳ — — — — — —
68005
fkesheh
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
— ○ ⏳ — N/A N/A — — —
68006
MustafaKemal0146
trdizin-mcp Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
— ○ ⏳ — N/A N/A — — —
68007
jfjensen
Provides persistent browser tabs with tools to read, click, type, and interact …
— ○ ⏳ — N/A N/A — — —
68008
iancollins27
mailsnail Claim
An open-source MCP server for sending physical mail (letters, postcards, certif…
— ○ ⏳ — — — — — —
68009
satvikrxyal
A Dockerized Kali Linux MCP server that enables LLMs to perform network securit…
— ○ ⏳ — — — — — —
68010
yuga-hashimoto
Provides persistent memory for AI coding agents through the Model Context Proto…
— ○ ⏳ — N/A N/A — — —
68011
BuildsbyMatt
MentionAgent Claim
Link building outreach from your agent: review drafts, send the batch, answer p…
— ○ ⏳ — — — — — —
68012
praveenkumar
crc-doc-mcp Claim
An MCP server that provides intelligent access to CRC/OpenShift Local documenta…
— ○ ⏳ — — — — — —
68013
mcp-tools-lab
Helps citizens and businesses navigate French bureaucracy with AI, covering tax…
— ○ ⏳ — — — — — —
68014
fasmartpaf
FlutterGo Claim
Create, edit, preview, and build Flutter apps via FlutterGo.AI cloud MCP (OAuth…
— ○ ⏳ — — — — — —
68015
ms-spown
OrgGen AI Claim
Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot …
— ○ ⏳ — — — — — —
68016
djayatillake
Enables deep Bible study through tools for original language lexicons, morpholo…
— ○ ⏳ — — — — — —
68017
kbarbel640-del
trinitas-mcp Claim
Enables context-aware memory and multi-model orchestration through tools for st…
— ○ ⏳ — N/A N/A — — —
68018
rocari
Enables AI assistants to manage ClickUp workspaces, teams, spaces, folders, lis…
— ○ ⏳ — — — — — —
68019
Subrat2018
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
— ○ ⏳ — — — — — —
68020
ronkommoji
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
— ○ ⏳ — N/A N/A — — —
68021
dkships
MCP server for Substack's official Publisher API that enables querying post ana…
— ○ ⏳ — — — — — —
68022
sleepytimeshon
An MCP server that enables AI assistants to manage Google Calendar events, cale…
— ○ ⏳ — N/A N/A — — —
68023
pvoo
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
— ○ ⏳ — — — — — —
68024
DozZzeR
HTTP MCP server for TaskFrame that enables AI agents to manage projects, tasks,…
— ○ ⏳ — — — — — —
68025
mambalabsdev
Extract the people a company publishes on its own team, leadership or about pag…
— ○ ⏳ — N/A N/A — — —
68026 — ○ ⏳ — N/A N/A — 95 —
68027
yimajo
Enables use of the ChatGPT macOS app through the MCP protocol.
— ○ ⏳ — N/A N/A — — —
68028
BauplanLabs
Enables AI assistants to interact with Bauplan lakehouse operations, including …
— ○ ⏳ — — — — — —
68029
zrszrszrs
zz Claim
— ○ ⏳ — N/A N/A — 95 —
68030
dexterworks
Offers MCP Claim
Deep purchase intelligence for agents and apps: live prices, landed cost, trust…
— ○ ⏳ — — — — — —
68031
SyedMuqaram
A static MCP server that helps AI models maintain tool context across chat sess…
— ○ ⏳ — N/A N/A — 95 —
68032
cnghockey
lightmcp Claim
— ○ ⏳ — N/A N/A — 95 —
68033
semichcsc-byte
Provides Waze routing and travel-time tools to MCP clients, enabling travel tim…
— ○ ⏳ — — — — — —
68034
automatikstudio
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
— ○ ⏳ — — — — 81 —
68035
axyr
MCP server for searching and analyzing Dutch case law with advanced search, fac…
— ○ ⏳ — — — — — —
68036
mtnrabi
Real-time Google Flights: one-way and round-trip fares over date ranges, with p…
— ○ ⏳ — — — — 67 —
68037
mdabdullahfaruque
Enables GitHub API integration via MCP, allowing search, repository details, fi…
— ○ ⏳ — — — — — —
68038
tornidomaroc-web
Gives your AI coding agent a bounded map of an unfamiliar TypeScript SaaS repo:…
— ○ ⏳ — N/A N/A — — —
68039
juancruzmunozalbelo
Capytail Claim
Capytail is a local MCP capability router that selects relevant skills before l…
— ○ ⏳ — N/A N/A — — —
68040
clawrag
clawrag Claim
— ○ ⏳ — N/A N/A — 95 —
68041
forpublicai
Enables AI assistants to access community-maintained information and real-time …
— ○ ⏳ — — — — — —
68042
ebenova
fieldops-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
68043 — ○ ⏳ — N/A N/A — 95 —
68044
ywatanabe1989
A local CrossRef database MCP server enabling full-text search across 167M+ sch…
— ○ ⏳ — — — — — —
68045
go2
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
68046
bdbrown4
Enables AI agents to query a GitHub user's public profile, repositories, langua…
— ○ ⏳ — — — — — —
68047
PierrunoYT
Enables high-quality text-to-image generation using the Hunyuan Image 2.1 model…
— ○ ⏳ — — — — 81 —
68048
yharby
Enables AI agents to discover and access 800TB+ of public geospatial data from …
— ○ ⏳ — — — — — —
68049
juansebashr
Enables AI assistants to query and manage personal finance data through the uno…
— ○ ⏳ — — — — 81 —
68050
chilldude
This server enables Claude Code to send notifications and ask questions via Tel…
— ○ ⏳ — — — — — —
Showing 68001–68050 of 68328 servers