MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41651
pipeworx-io
Aviationstack MCP — global flight + airport + airline data
— ○ ⏳ — — — — — —
41652
wynandw87
ElevenLabs Claim
MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
— ○ ⏳ — N/A N/A — — —
41653
leonluo2008-ops
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
— ○ ⏳ — — — — — —
41654
andyreagan
org-mcp Claim
A Python-based MCP server that provides access to local Org mode files, enablin…
— ○ ⏳ — N/A N/A — — —
41655
Nimbleway
Enables AI assistants to interact with the Nimble REST API, allowing them to ex…
— ○ ⏳ — — — — — —
41656
kestiny18
A project-aware, read-only Nacos MCP server for Spring Cloud repositories.
— ○ ⏳ — N/A N/A — — —
41657
EHrekov
Enables conversational product search and validation for e-commerce catalogs, w…
— ○ ⏳ — — — — — —
41658
HarperZ9
Local-first MCP tools for AI-assisted work receipts, workspace maps, routing le…
— ○ ⏳ — N/A N/A — — —
41659
mattcoatsworth
Enables sending messages, managing templates, uploading media, and configuring …
— ○ ⏳ — — — — — —
41660
TickTockBent
Ariel Claim
Ariel is an MCP server that exposes AT Protocol (Bluesky) operations as tools, …
— ○ ⏳ — — — — — —
41661
Satring MCP Claim 1
Discover and compare L402 + x402 paid API services from satring.com
— ○ — N/A N/A — 81 —
41662
QuentinCody
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
— ○ ⏳ — — — — — —
41663
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
— ○ ⏳ — — — — — —
41664
dodopayments
Official Dodo Payments MCP servers — `dodopayments-api` for live payments, subs…
— ○ ⏳ — — — — — —
41665
alxark
Local MCP server that registers restricted Python filters and runs them against…
— ○ ⏳ — N/A N/A — — —
41666
Ocean-Ch
A Model Context Protocol (MCP) server for Google Maps — routing, place discover…
— ○ ⏳ — N/A N/A — — —
41667
mambalabsdev
Finds and verifies work emails on your own provider keys, with real per-provide…
— ○ ⏳ — N/A N/A — — —
41668
ryanfangk
MCP server that enables Claude to dynamically rebrand and restock a themeable m…
— ○ ⏳ — N/A N/A — — —
41669
DevelopmentAgentSDD
MCP server that connects opencode with Jira Cloud, exposing issue tracking, pro…
— ○ ⏳ — N/A N/A — — —
41670
getdebug-ai
getdebug MCP Claim
Lets MCP-compatible AI clients read your getdebug projects, findings, and propo…
— ○ ⏳ — — — — — —
41671
seolcoding
Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean…
— ○ ⏳ — — — — — —
41672
annibale-x
mcp-memento Claim 1
An MCP server that provides persistent memory and context management across ses…
— ○ ⏳ — N/A N/A — 95 —
41673
Akicoders
Aki Claim
Aki is a local stdio MCP server that gives AI coding assistants durable project…
— ○ ⏳ — N/A N/A — — —
41674
Docuplete
Docuplete automates document completion for businesses — PDF templates, client …
— ○ ⏳ — — — — — —
41675
jamesFernando170
MCP server for Loadingplay that exposes its tools via Streamable HTTP, supporti…
— ○ ⏳ — — — — — —
41676
lazymac2x
Cloudflare Workers MCP server: font-metadata
— ○ ⏳ — — — — — —
41677
bobzhou-source
Local MCP server for editing Power BI Project reports saved in PBIR format.
— ○ ⏳ — N/A N/A — — —
41678
tangled-mcp Claim 2
MCP server for Tangled git platform. Manage repositories, branches, and issues …
— ○ — N/A N/A — 81 —
41679
franklinbaldo
Bridges AI agents to the Brazilian SEI system, enabling listing processes, read…
— ○ ⏳ — — — — — —
41680
achilliesbot
agentiam-mcp Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
— ○ ⏳ — N/A N/A — — —
41681
Enushin
Enables creating RPG Maker MZ games using natural language through AI assistanc…
— ○ ⏳ — N/A N/A — — —
41682
luislopezsanchez
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
— ○ ⏳ — — — — — —
41683
Aki894
Enables drug terminology standardization and name normalization via RxNav API, …
— ○ ⏳ — N/A N/A — — —
41684
RNVizion
A complete color workflow over MCP: mix, convert, harmonize, measure, and remem…
— ○ ⏳ — — — — — —
41685
atmflow55
datafood-mcp Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
— ○ ⏳ — — — — — —
41686
skamei0214
Exposes a single tool for Claude to fetch recent Strava activities, including d…
— ○ ⏳ — N/A N/A — — —
41687
elestirelbilinc-sketch
vap-showcase Claim
AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, bu…
— ○ ⏳ — — — — — —
41688
top
TopYappers Claim
# TopYappers Social media intelligence for AI agents. Access viral content dis…
— ○ ⏳ — — — — 81 —
41689
Byggarepop
TokenSaver Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
— ○ ⏳ — N/A N/A — — —
41690
Whale0928
Enables automatic creation and management of weekly work reports in Korean thro…
— ○ ⏳ — N/A N/A — 95 —
41691
bg4ff8mtdn-dotcom
An MCP server that enforces explicit task ownership acceptance and requires a p…
— ○ ⏳ — — — — — —
41692
FromtendLeap
A Model Context Protocol server that enables Claude and other AI assistants to …
— ○ ⏳ — — — — 81 —
41693
shlokkhemani
rabbithole Claim
Rabbithole provides an infinite canvas for learning by allowing users to open d…
— ○ ⏳ — N/A N/A — — —
41694
jonybur-oc
mcp-server Claim
stories.yaml — an open specification for software requirements, enforced by CI.
— ○ ⏳ — N/A N/A — — —
41695
hkopenai
Provides access to hotel room occupancy rate data in Hong Kong through a FastMC…
— ○ ⏳ — — — — — —
41696
dania
Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
— ○ ⏳ — — — — 81 —
41697
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
— ○ ⏳ — — — — — —
41698
ZilingXie
MCP client for AgentRelay, enabling local Codex agents to communicate with an A…
— ○ ⏳ — — — — — —
41699
Trac-Systems
OpenMayhem Claim
Use OpenMayhem text, embedding and media models with explicit cost controls.
— ○ ⏳ — — — — — —
41700
mendableai
FireCrawl Claim 1
MCP server for FireCrawl web scraping integration
— ○ ⏳ — N/A N/A — 95 —
Showing 41651–41700 of 69343 servers
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