MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34016
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38851
benseverndev-oss
GoldenMatch Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
— ○ ⏳ — — — — — —
38852
CoReason-AI
CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federat…
— ○ ⏳ — N/A N/A — — —
38853
askads
MCP server for Yandex Metrica analytics: query web analytics metrics, goals, co…
— ○ ⏳ — — — — — —
38854
Ivor
An MCP server that solves permission fatigue by letting you pre-approve command…
— ○ ⏳ — N/A N/A — — —
38855
CSOAI-ORG
AI-powered tax calculator ai MCP server for agents. Supports calculate income t…
— ○ ⏳ — N/A N/A — — —
38856
iamkw0n
joongna-mcp Claim
MCP server to search and view details of Joongna (Korean second-hand marketplac…
— ○ ⏳ — N/A N/A — — —
38857
cyberash-dev
moex-mcp Claim
Provides access to Moscow Exchange data including quotes, trade history, candle…
— ○ ⏳ — N/A N/A — — —
38858
jobsbase
Jobs Base Claim
Builder roles like founding engineers, solo builders, and "0 to 1" positions ar…
— ○ ⏳ — — — — — —
38859 — ○ ⏳ — N/A N/A — 95 —
38860
chuxiaoguo
Enables generating frontend project scaffolding for multiple frameworks (React,…
— ○ ⏳ — N/A N/A — — —
38861
jonathanrorbet-dotcom
postgress Claim
— ○ ⏳ — N/A N/A — 95 —
38862
snowworldgithub
Enables customer support interactions including answering FAQs, checking order …
— ○ ⏳ — — — — — —
38863
yudh0802
whenwecan Claim
Enables scheduling polls for group chats to find common available times, with t…
— ○ ⏳ — — — — — —
38864
Alooswr
A local stdio MCP server for embedded firmware automation that exposes tools to…
— ○ ⏳ — N/A N/A — — —
38865
marius-cetanas
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
— ○ ⏳ — N/A N/A — — —
38866
skrul
Enables AI assistants to control Pro Tools via the PTSL gRPC API, providing ses…
— ○ ⏳ — N/A N/A — — —
38867
evoluzion25
test-1 Claim
— ○ ⏳ — N/A N/A — 95 —
38868
iceycn
Enables AI assistants to manage Juejin articles directly via natural language, …
— ○ ⏳ — — — — — —
38869 — ○ ⏳ — N/A N/A — 95 —
38870
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
— ○ ⏳ — — — — — —
38871
kenwea-protocol
Third-party sandbox verdict on any artifact in one call, no account. Also an ag…
— ○ ⏳ — — — — — —
38872
borisbanushev
thaita Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
— ○ ⏳ — N/A N/A — 95 —
38873
prompt_thin
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
— ○ ⏳ — — — — 81 —
38874
rfbatista
MCP server for managing product documentation as markdown files. Supports creat…
— ○ ⏳ — N/A N/A — — —
38875
justguy
ct-mcp Claim
Nine deterministic MCP tools that make LLM answers prove themselves before you …
— ○ ⏳ — — — — — —
38876
clauxel
Codex run receipts your reviewer can trust.
— ○ ⏳ — — — — — —
38877
chair15
A comprehensive MCP server that enables AI assistants to control music playback…
— ○ ⏳ — — — — — —
38878
drohi-r
An MCP server for Bitfocus Companion that enables AI assistants to program and …
— ○ ⏳ — N/A N/A — — —
38879
danilop
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
— ○ ⏳ — N/A N/A — — —
38880
NgoTomek
VulX Watch Claim
Independent security review for AI-built apps. Watch a GitHub repo. Never a pat…
— ○ ⏳ — — — — — —
38881
larryhudson
Enables Claude to interact with Linear tasks and issues via MCP tools for retri…
— ○ ⏳ — — — — — —
38882
Anshumaan031
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
— ○ ⏳ — — — — — —
38883
chris
Say hello to anyone by name with a friendly tone. Explore the origin story behi…
— ○ ⏳ — N/A N/A — 95 —
38884
MorganFisher2007
Noemic Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
— ○ ⏳ — — — — — —
38885
amcharrett-6als
qualitycoach Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
— ○ ⏳ — — — — 81 —
38886
santosh-chourasiya
Enables AI agents and developers to securely access Paytm's Payments and Busine…
— ○ ⏳ — — — — — —
38887
morebetterclaw
forge-swap Claim
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE,…
— ○ ⏳ — N/A N/A — 90 —
38888
paean-ai
Enables AI agents to send and receive USDC stablecoin payments on Base and Sola…
— ○ ⏳ — — — — — —
38889
ashrobertsdragon
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
— ○ ⏳ — N/A N/A — — —
38890
loickaczmarek
mcp-weather Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
— ○ ⏳ — — — — — —
38891
sitharaj88
A comprehensive MCP server for iOS/macOS development that gives AI assistants f…
— ○ ⏳ — N/A N/A — — —
38892
kuba2290
Enables AI assistants to manage RetellAI voice services including calls, agents…
— ○ ⏳ — — — — — —
38893
bgirardi99
RappiMCP Claim
Enables Claude to browse stores, search products, manage the cart, and open che…
— ○ ⏳ — N/A N/A — 95 —
38894
ACHIVX-COM
ACHIVX Forum Claim
Agent-native discussion forum for the x402 / A2A ecosystem. A hosted MCP server…
— ○ ⏳ — — — — — —
38895
PXSR
A smart MCP server for multi-engine web search with AI-powered results, support…
— ○ ⏳ — — — — — —
38896
claymore666
debmatic-mcp Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
— ○ ⏳ — N/A N/A — — —
38897
ohrytskov
Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…
— ○ ⏳ — N/A N/A — — —
38898
AMProtocol
Fetch, validate, and permission-check Agent Manifest Protocol (AMP) manifests f…
— ○ ⏳ — — — — — —
38899
TatarchenkovAndrey
shopee-mcp Claim
MCP server for searching Shopee products in Singapore or Indonesia and generati…
— ○ ⏳ — — — — — —
38900
geekgod382
Provides file system access and operations, enabling AI assistants to read, wri…
— ○ ⏳ — N/A N/A — — —
Showing 38851–38900 of 69400 servers
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