MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58801
c0cl3c
Serves markdown knowledge from a git repository over MCP, providing tools to li…
— ○ ⏳ — — — — — —
58802
JNX03
MCP server that gives Claude human-like control of a Windows PC with its own vi…
— ○ ⏳ — N/A N/A — — —
58803
Lightfielder
Pixal3D-MCP Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
— ○ ⏳ — N/A N/A — — —
58804
tonywang0122
買屋快搜 Claim
MCP server for searching and querying detailed housing listings in Taiwan, enab…
— ○ ⏳ — — — — — —
58805
spraveenitpro
Provides current weather information for any city using the Open-Meteo API. Ret…
— ○ ⏳ — — — — — —
58806
WizardofTryout
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
— ○ ⏳ — N/A N/A — — —
58807
versatilecoder
A comprehensive MCP server that enables database operations, schema management,…
— ○ ⏳ — — — — — —
58808
wu55246842
A local MCP server for code analysis and investigation, providing tools like co…
— ○ ⏳ — N/A N/A — — —
58809
sublimnl
ffdecmcp Claim
MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilat…
— ○ ⏳ — N/A N/A — — —
58810
ayushshah31
An MCP server that connects Claude to FileMaker databases via the Data API, ena…
— ○ ⏳ — — — — — —
58811
hwruchan
Enables management of Sangmyung University academic information including sched…
— ○ ⏳ — — — — 81 —
58812
CAST-Extend
MCP server exposing CAST Imaging software architecture insights to AI agents
— ○ ⏳ — N/A N/A — 76 —
58813
Humotica
MCP server for running infrastructure health checks with TIBET provenance. It e…
— ○ ⏳ — N/A N/A — — —
58814
AutomatAI
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
— ○ ⏳ — — — — — —
58815
andychongyz
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
— ○ ⏳ — — — — — —
58816
badchars
The most comprehensive steganography analysis toolkit for AI agents, providing …
— ○ ⏳ — N/A N/A — — —
58817
todah-zg
Build, sign, and publish iOS and Android apps through AI agents. Integrates Cod…
— ○ ⏳ — — — — — —
58818
grabarnick
Minimal MCP server for integrating with amoCRM (API v4): manage deals, contacts…
— ○ ⏳ — — — — 81 —
58819
aayoawoyemi
Aries-cli Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
— ○ ⏳ — N/A N/A — — —
58820
Shravan44s
Automates task execution from Notion across GitHub, Instagram, VS Code, and Tel…
— ○ ⏳ — — — — — —
58821
Charul0718
An MCP server that mocks payments, third-party API responses, and test data to …
— ○ ⏳ — — — — — —
58822
sparsh-gaurav
youtube-mcp Claim
MCP server for YouTube that provides tools to fetch video metadata and transcri…
— ○ ⏳ — — — — — —
58823
Citrus086
Bridges a local mcporter registry into a single MCP server, enabling clients li…
— ○ ⏳ — N/A N/A — — —
58824
pipeworx-io
Enables AI agents to browse and read curated software-development feeds, fetch …
— ○ ⏳ — — — — — —
58825
danielrosehill
Enables Claude Code instances to communicate directly via an ephemeral, encrypt…
— ○ ⏳ — N/A N/A — — —
58826
wesleyferreirarcanjo
Arc Todo MCP Claim
MCP server that wraps the Arc Todo REST API to manage tasks, knowledge, and wor…
— ○ ⏳ — — — — — —
58827
simonrueba
Ariadne Claim
Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI a…
— ○ ⏳ — N/A N/A — — —
58828
vmrchnk
Integrates Claude with the BudgetBakers Wallet API to access financial data inc…
— ○ ⏳ — N/A N/A — — —
58829
jarviscodes
Enables Claude to fetch RSS feeds and post messages to a self-hosted Mattermost…
— ○ ⏳ — — — — — —
58830
prompteus-ai
Dynamically creates an MCP server from any OpenAPI schema, enabling seamless in…
— ○ ⏳ — — — — — —
58831
aestheticfunction
ds-mcp Claim
A read-only MCP server that provides AI coding agents with a queryable contract…
— ○ ⏳ — N/A N/A — — —
58832
BeneIstvan
Toolcall Claim
30 pay-per-call APIs for AI agents: compliance, trade, safety, web, data. USDC …
— ○ ⏳ — — — — — —
58833
cryptoeights
hyre-mcp Claim
Provides 13 Solana DeFi intelligence tools for AI agents, paid per-call via mic…
— ○ ⏳ — — — — — —
58834
ZivAvraham76
Litmos MCP Claim
Enables Claude Desktop to interact with the Litmos REST API for managing course…
— ○ ⏳ — — — — — —
58835
RishaanJ
govee-mcp Claim
Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Blueto…
— ○ ⏳ — N/A N/A — — —
58836
soren-olympus
Enables AI assistants to search for and book hotels via the Amadeus Travel API,…
— ○ ⏳ — — — — — —
58837
wimi321
A standalone MCP server for Windows desktop control, enabling screenshots, mous…
— ○ ⏳ — N/A N/A — — —
58838
Ayush-k-Shukla
Integrates with Gmail APIs to manage emails and labels, including sending, dele…
— ○ ⏳ — N/A N/A — — —
58839
ai-gaoqian
agentmart Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
— ○ ⏳ — — — — — —
58840
bassDaddyDevices
able-mcp Claim
An MCP server for parsing and analyzing Ableton Live .als project files offline…
— ○ ⏳ — N/A N/A — — —
58841
Sri-Lohith-Mulugu
Code-Oracle Claim
MCP server for automated architectural mapping, security vulnerability detectio…
— ○ ⏳ — N/A N/A — — —
58842
Knuckles-Team
Enables to manage Nextcloud files, user info, sharing, calendar, and contacts t…
— ○ ⏳ — — — — — —
58843
AhmadTheTech
A remote MCP server that proxies tool calls to the caller's own Composio accoun…
— ○ ⏳ — — — — — —
58844
CryptoLabInc
Enables AI applications to perform homomorphic encryption-based vector search v…
— ○ ⏳ — — — — — —
58845
sunnylabtv-crypto
Ontology-driven multi-agent platform that encodes business policy as code, enab…
— ○ ⏳ — — — — — —
58846
finos
Provides direct access to AI governance framework documents, risks, and mitigat…
— ○ ⏳ — N/A N/A — — —
58847
alludium
Enables LLMs to read and manage Affinity CRM data including companies, persons,…
— ○ ⏳ — — — — — —
58848
Automations-Project
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard,…
— ○ ⏳ — N/A N/A — — —
58849
sancovp
SEED MCP Claim
SEED provides a unified interface to compound AI systems, coordinating between …
— ○ ⏳ — N/A N/A — — —
58850
marcjoo1209
joo_mcp Claim
Enables natural language CRUD operations on notes by integrating FastAPI, Gemin…
— ○ ⏳ — N/A N/A — — —
Showing 58801–58850 of 69093 servers