MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52901
StenSeegel
mcp-blanko Claim
A TypeScript template for building MCP servers with placeholder tools and dual …
— ○ ⏳ — — — — — —
52902
dravidsajinraj-iex
Generate professional diagrams from text descriptions using the Eraser API thro…
— ○ ⏳ — N/A N/A — 95 —
52903
s00hyuk
colab-mcp Claim
An MCP server for interacting with Colab.
— ○ ⏳ — — — — — —
52904
PerssonaOps
MCP server that lets AI agents control Perssona. It enables creating terminals,…
— ○ ⏳ — N/A N/A — — —
52905
alexgenovese
mcp-arxiv Claim
An MCP server that enables AI assistants to search arXiv papers, retrieve metad…
— ○ ⏳ — — — — — —
52906
talvola
MCP server for Bar Assistant that enables searching cocktails, managing ingredi…
— ○ ⏳ — N/A N/A — — —
52907
wastelandgoats
Enables AI-powered modding for Arma Reforger with 50 tools for API search, code…
— ○ ⏳ — N/A N/A — — —
52908 — ○ ⏳ — N/A N/A — 95 —
52909
Lithial
Manages feature documentation and bug tracking inside an Obsidian vault, organi…
— ○ ⏳ — N/A N/A — — —
52910
Marco-Lelli
LegacyMCP Claim
MCP server that enables AI-powered assessment of Active Directory on-premises e…
— ○ ⏳ — — — — — —
52911
dwarvesf
Manages project documentation and saves conversation logs within a target proje…
— ○ ⏳ — — — — 81 —
52912
com55
Playwright-style MCP server for pywebview apps that lets AI assistants see, con…
— ○ ⏳ — N/A N/A — — —
52913
eleva
MCP server for booking and date-utility tools, deployed on AWS Lambda, supporti…
— ○ ⏳ — — — — — —
52914
RobertoJoseph
An MCP server that gives AI assistants access to a curated database of Apple Ap…
— ○ ⏳ — N/A N/A — — —
52915
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as MCP…
— ○ ⏳ — N/A N/A — — —
52916
0xAndoroid
Enables fetching poker sessions and computing aggregate statistics (profit, win…
— ○ ⏳ — — — — — —
52917
Volpestyle
swarm-mcp Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
— ○ ⏳ — N/A N/A — — —
52918
softwarecomparereview
Cited IBM Maximo and MAS answers: upgrades, error codes, gotchas, versions and …
— ○ ⏳ — — — — — —
52919
tdyfy9
MCP Memory Claim
MCP Memory is a MCP Server that gives clients like Cursor and Claude the abilit…
— ○ ⏳ — — — — — —
52920
brnndnn
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
— ○ ⏳ — N/A N/A — 95 —
52921
handong66
An MCP server that exposes the local Grok CLI to Codex for bounded repo work, r…
— ○ ⏳ — N/A N/A — — —
52922
ertekinno
arena-mcp Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
— ○ ⏳ — — — — — —
52923
horiastanxd
claude-init Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
— ○ ⏳ — N/A N/A — — —
52924
rish-e
CodeMax Claim
Cross-stack MCP server that scans frontend and backend code together, detects m…
— ○ ⏳ — N/A N/A — — —
52925
cybertronayush
reflens Claim
An MCP server that indexes reference repositories and provides tools for AI cod…
— ○ ⏳ — N/A N/A — — —
52926
MyronKoch
Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP paym…
— ○ ⏳ — — — — — —
52927
traylinx
Enables MCP clients to perform intelligent web searches via Traylinx's Agentic …
— ○ ⏳ — — — — — —
52928
ExigerDev
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
— ○ ⏳ — — — — — —
52929
AzeemWaqarRao
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
— ○ ⏳ — — — — — —
52930
0xbohu
Enables AI agents to interact with MNEE stablecoin on Bitcoin SV, including che…
— ○ ⏳ — — — — 81 —
52931
Nithish1206
SqlServerMcp Claim 1
MCP server for SQL Server: schema inspection, safe read-only queries, query pla…
— ○ ⏳ — N/A N/A — 81 —
52932
arulrajnet
A Model Context Protocol (MCP) server example with calculator tools, built usin…
— ○ ⏳ — — — — — —
52933
MustafaKemal0146
An MCP server that analyzes GitHub repositories and automatically generates REA…
— ○ ⏳ — N/A N/A — — —
52934
easyweek
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
— ○ ⏳ — — — — — —
52935
jd-opensource
An MCP server for micro-app integration that enables documentation crawling and…
— ○ ⏳ — — — — — —
52936
NicolasET
Connects LLMs to Google PageSpeed Insights to analyze web performance, accessib…
— ○ ⏳ — N/A N/A — — —
52937
tianmuji
A Model Context Protocol (MCP) server that enhances Figma design integration by…
— ○ ⏳ — N/A N/A — — —
52938
DexopT
AHME Claim
Provides AI coding assistants with long-term memory by compressing conversation…
— ○ ⏳ — N/A N/A — — —
52939
rudderlabs
Enables building RudderStack Profiles projects using natural language through A…
— ○ ⏳ — N/A N/A — — —
52940
Vt01nft
Enables AI agents to make gasless payments on Pharos blockchain using x402/EIP-…
— ○ ⏳ — — — — — —
52941
imyousuf
Provides tools for agent-driven video creation, including image generation via …
— ○ ⏳ — N/A N/A — — —
52942
abhayjnayakk
Crypto backtest statistics: the server owns the trial count, so it cannot be un…
— ○ ⏳ — — — — — —
52943
Darakhsh1999
Provides easy access to Formula 1 data including championship standings, event …
— ○ ⏳ — — — — — —
52944
debaditya-mohankudo
Enables AI agents to investigate Splunk exports or live queries using determini…
— ○ ⏳ — N/A N/A — — —
52945
bpmj-martin
Connects AI assistants to QuickBooks Online, enabling management of invoices, c…
— ○ ⏳ — — — — — —
52946
Brunogar6
This MCP server automatically analyzes project architecture and finds similar c…
— ○ ⏳ — N/A N/A — — —
52947
arthurfantaci
A comprehensive MCP server that provides complete access to Qlik Sense applicat…
— ○ ⏳ — — — — — —
52948
guptaprakhariitr
Indian HSN/GST code lookup by description (4,676 entries)
— ○ ⏳ — — — — — —
52949
GHeeJeon
Automates GitHub workflows (branch creation, testing, commit/push, PR) through …
— ○ ⏳ — N/A N/A — — —
52950
reka-ai
Enables AI agents to upload, index, search, and analyze videos through the Reka…
— ○ ⏳ — — — — — —
Showing 52901–52950 of 69182 servers