MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50651
ashrobertsdragon
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
N/A N/A
50652
pipeworx-io
mcp-speedrun Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
50653
jrhoades1
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
N/A N/A
50654
Hrithik-s-Raj
A production-ready MCP server that enables LLMs to create, modify, and export P…
N/A N/A
50655
mizrahidaniel
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
50656
OscarC88
Enables weather queries through OpenWeatherMap API, providing current condition…
50657
chenzhaoxuan0
telegram-mcp Claim
Enables interaction with Telegram Bot API for sending messages, photos, editing…
50658
thodel
Enables querying the Historisches Grundbuch Basel corpus, including full-text s…
50659
GiantBeaver9
mcp-pop-up Claim
Enables a local LLM to ask the user for guidance via a native desktop pop-up di…
N/A N/A
50660
hoonapps
MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) …
50661
rokoss21
Enables interaction with the AstroVisor API through MCP, automatically synced t…
50662
QIngyuanfl
Provides an async Python server for interacting with the PubTator3 API, exposin…
50663
Andersonscat
MCP server for AI-native editable presentations: surgically edit slide componen…
N/A N/A
50664
statzhero
MCP server that grants AI tools read-only access to a Zotero library via search…
N/A N/A
50665
Veedubin
Local-first semantic memory server with project indexing for AI assistants. It …
N/A N/A
50666
skillselion
Enables AI agents to search a curated directory of Claude Code agent skills, MC…
50667
tizee
A Model Context Protocol (MCP) server that provides access to DeepSeek-R1's rea…
50668
cardea-mcp
An MCP server that provides tools to search for study questions and answers fro…
50669
Initsnow
A Bilibili subtitle fetching MCP server that supports various input formats (BV…
N/A N/A
50670
NayeemHossenJim
Enables AI assistants to manage personal expenses by adding, querying, and summ…
N/A N/A
50671
vinkius-labs
Validates JSON payloads against JSON Schema deterministically, providing precis…
50672
marcelo1811
simple-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
N/A N/A
50673
Kaiserunix
A read-only MCP server for discovering and fetching Luogu problems, training se…
50674
axel-belfort
DNS record lookup API for AI agents. Query A, AAAA, MX, TXT, CNAME, NS, SOA, an…
81
50675
Stokesy-dev
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
50676
harness
An MCP server that gives AI agents full access to the Harness.io platform throu…
50677
csimi
elastic-mcp Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
50678
SaadBenth7o
Enables flight search and date parsing using Amadeus API and Google Gemini, wit…
N/A N/A
50679
junter1989k-ai
Jordan payments for AI agents — cards / Apple Pay via Tap Payments. Never holds…
50680
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
N/A N/A
50681
igorsafonov-gif
Enables shopping Ametller Origen online groceries through Claude, allowing cata…
N/A N/A
50682
altic-dev
altic-mcp Claim
A macOS automation MCP server providing 40+ tools for controlling Messages, Con…
N/A N/A
50683
gangadharnitw
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
N/A N/A
50684
vinkius-labs
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
50685
tmcpro
framer-mcp Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
50686
sorcerai
skill-router Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
N/A N/A
50687
nqrwhal
kef-mcp Claim
MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS6…
50688
i-dream-of-ai
Enables sending emails through AWS Simple Email Service with support for single…
81
50689
xhusnain
A smart, self-maintaining memory system for Claude Code that persists across ma…
N/A N/A
50690
universal-mcp
Enables interaction with the Klaviyo API for marketing automation, including ma…
81
50691
repisto
Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
N/A N/A
50692
alexandresanlim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
N/A N/A
50693
SreeHarsha72
Connects a local LLM (Ollama) to a SQLite database via the Model Context Protoc…
N/A N/A
50694
ChanMeng666
An MCP server that fetches, dedupes, and scores women's-health & FemTech resear…
50695
FareedKhan-dev
A production-grade MCP server designed for multi-tenant, authenticated, and obs…
50696
shubhangi115
A cloud-deployed MCP server for managing personal expenses and providing financ…
50697
forgemeshlabs
coinopai-mcp Claim
Local stdio MCP server for x402-powered paid crypto intelligence: preflight che…
N/A N/A
50698
BreeDevelopers
fairrecruit Claim
N/A N/A 95
50699
zhengjie9510
Converts Word, PDF, PPT, and Excel documents to Markdown using the MinerU DocPa…
50700
Nyankoro2856
crewmail Claim
File-based MCP server for AI coding agents to coordinate via inbox messaging an…
N/A N/A
Showing 50651–50700 of 66502 servers