MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46301
jrenaldi79
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
— ○ ⏳ — — — — — —
46302
compute-finance
Live AI compute pricing oracle — real-time LLM model prices across providers
— ○ ⏳ — N/A N/A — — —
46303
easyreg
EasyReg is a UK private number plate search and transfer service. This MCP serv…
— ○ ⏳ — — — — 81 —
46304
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
— ○ ⏳ — N/A N/A — — —
46305
faith-tools
Provides guided prayers, semantic search, and pastoral care tools (encouragemen…
— ○ ⏳ — N/A N/A — — —
46306
tathagat22
undo Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
— ○ ⏳ — N/A N/A — — —
46307
fvegiard
Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via it…
— ○ ⏳ — — — — — —
46308
kognar-ai
MCP server that abstracts the Nginx Proxy Manager API, enabling management of p…
— ○ ⏳ — — — — — —
46309
nicolasramos
odoo-mcp Claim 2
MCP server for Odoo 18 with 38 business tools
— ○ ⏳ — N/A N/A — 83 —
46310 — ○ ⏳ — N/A N/A — 95 —
46311
Whatsapp-Automation-web-platform
Enables AI models to interact with WhatsApp instances through the Wawp API, all…
— ○ ⏳ — N/A N/A — — —
46312
pblittle
Connects to Lightning Network nodes and enables natural language queries for ch…
— ○ ⏳ — — — — 81 —
46313
schwarztim
Enables AI assistants to perform Active Directory reconnaissance by enumerating…
— ○ ⏳ — — — — — —
46314
corneyc
A production-ready Model Context Protocol server that bridges local document ma…
— ○ ⏳ — N/A N/A — — —
46315
LarryLemonBot
Low-cost decision layer before high-stakes agent-tool spend.
— ○ ⏳ — — — — — —
46316
informatics-isi-edu
Enables AI assistants to manage Deriva catalogs and execute ML workflows, inclu…
— ○ ⏳ — N/A N/A — — —
46317
SilenceEchoLab
PhantomHand Claim
A minimalist browser control engine that allows LLM agents to visually perceive…
— ○ ⏳ — N/A N/A — — —
46318
linegeek
Prototype of a Model Context Protocol (MCP) server that provides access to X-ra…
— ○ ⏳ — N/A N/A — — —
46319
kionsoftware
Enables interaction with the Kion platform for cloud cost management, governanc…
— ○ ⏳ — — — — — —
46320
Nitesh-Nandan
Enables AI agents to read and optionally write to PostgreSQL databases through …
— ○ ⏳ — N/A N/A — — —
46321
jieyangxchen
Enables AI to query your personal package tracking information from Taobao, JD,…
— ○ ⏳ — — — — — —
46322
bhayanak
Enables AI assistants to explore player profiles, ratings, game archives, leade…
— ○ ⏳ — N/A N/A — — —
46323
sweir1
A production-ready MCP server providing AI assistants with intelligent Supabase…
— ○ ⏳ — — — — — —
46324
sorryorc
Enables Codex to delegate bulk code reading, patching, and testing to an async …
— ○ ⏳ — N/A N/A — — —
46325
moyuanchen
Enables running MCP tools remotely on Cloudflare Workers with OAuth authenticat…
— ○ ⏳ — — — — — —
46326
intent-driven-software
idf-mcp Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
— ○ ⏳ — N/A N/A — — —
46327
33jrdd
Enables AI assistants to interact with running Roblox game instances by inspect…
— ○ ⏳ — N/A N/A — 95 —
46328
kevmoz
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
— ○ ⏳ — N/A N/A — — —
46329
lianekai
Provides table structure browsing and read-only query capabilities for DM8 data…
— ○ ⏳ — N/A N/A — — —
46330
sjgant80-hub
MCP server for foldkit that exposes 10 tools and 4 resources for 7-prime spine,…
— ○ ⏳ — N/A N/A — — —
46331 — ○ ⏳ — — — — 81 —
46332
vinkius-labs
An MCP server providing deterministic base conversions (binary, hex, octal, dec…
— ○ ⏳ — — — — — —
46333
luminarylane
This MCP server enables AI agents to extract, verify, and cache factual claims …
— ○ ⏳ — — — — — —
46334
CyprianFusi
Enables interaction with PostgreSQL databases through resources, tools, and pro…
— ○ ⏳ — — — — — —
46335
32n1
An MCP server that provides Claude with direct access to EVE Online character d…
— ○ ⏳ — — — — 81 —
46336
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
— ○ ⏳ — N/A N/A — — —
46337
sankalp51
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
— ○ ⏳ — N/A N/A — — —
46338
thehellmaker
google-mcp Claim
Enables interaction with Google Chat through MCP, allowing listing spaces and m…
— ○ ⏳ — — — — — —
46339
gabrielmahia
ardhi-mcp Claim
MCP server for Kenya land administration — title search, land rates, subdivisio…
— ○ ⏳ — N/A N/A — — —
46340
mcp-ezpath Claim 1
Base DEX meta-router. Races 0x, ParaSwap, Aerodrome & Uniswap V3. Best quote. X…
— ○ — N/A N/A — 81 —
46341
solve Claim 1
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
— ○ — N/A N/A — 69 —
46342
beau-wood
Aggregates network operations tools such as retrieving local network configurat…
— ○ ⏳ — N/A N/A — — —
46343
jesse-smith
searchloinc Claim
Enables LLMs to search LOINC terms with free-text, relevance-ranked, and facete…
— ○ ⏳ — — — — — —
46344
pipeworx-io
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
— ○ ⏳ — — — — — —
46345
cordfuse
Enables encoding 100+ barcode symbologies and decoding common 1D/2D formats, pl…
— ○ ⏳ — — — — — —
46346
bjh5098
vibe-mcp-03 Claim
— ○ ⏳ — N/A N/A — 95 —
46347
qompassai
Fathom Claim
Reverse-engineering tools for agents over MCP/A2A, with evidence-carrying findi…
— ○ ⏳ — N/A N/A — — —
46348
MananCoder29
Enables comprehensive search and browsing of Berlin city services. Also support…
— ○ ⏳ — — — — — —
46349
cma0232
An MCP server that runs parallel AI agents to analyze React components for perf…
— ○ ⏳ — N/A N/A — — —
46350
funphp
Enables AI agents to interact with Splunk SIEM and TheHive SOAR through a unifi…
— ○ ⏳ — N/A N/A — — —
Showing 46301–46350 of 69236 servers
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