MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35901
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
— ○ ⏳ — N/A N/A — 95 —
35902
N283T
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
— ○ ⏳ — N/A N/A — — —
35903
sudomichael
Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-awar…
— ○ ⏳ — — — — — —
35904
Crypto-Goatz
0nMCP Claim
A universal AI API orchestrator that connects to 17+ services (Stripe, Slack, G…
— ○ ⏳ — N/A N/A — — —
35905
theluckystrike
L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API…
— ○ ⏳ — N/A N/A — — —
35906
fastmcp-me
A unified MCP server for biomedical research that connects AI systems to resour…
— ○ ⏳ — — — — — —
35907
derekdevops
An MCP server that provides AI agents with direct read/write access to Sitecore…
— ○ ⏳ — — — — — —
35908
lxxmng
Plan optimal container & truck loads: 3D layouts, right-size the container mix,…
— ○ ⏳ — — — — — —
35909
M-Samuel
Exposes a hardened Docker container with Kali Linux security tools (nmap, sqlma…
— ○ ⏳ — — — — — —
35910
rabia-s
An MCP server with six tools including web search, URL fetching, math calculati…
— ○ ⏳ — N/A N/A — — —
35911
fastmcp-me
MCP server providing seamless integration with Trino and Iceberg for advanced d…
— ○ ⏳ — — — — — —
35912
srinivasan-sundaresan95
orihime Claim
Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
— ○ ⏳ — N/A N/A — — —
35913
jxia622
A lightweight MCP server for clinical biomedical literature retrieval, enabling…
— ○ ⏳ — — — — — —
35914
CEDARScript
Exposes CEDARScript Editor through Model Context Protocol, enabling AI agents t…
— ○ ⏳ — N/A N/A — — —
35915
mnemopay
Mnemopaysdk Claim
— ○ ⏳ — N/A N/A — 95 —
35916
m3talux
superbrain Claim
Session memory for Claude Code. Auto-captures every session into a plain Obsidi…
— ○ ⏳ — N/A N/A — — —
35917
asenlevov
Manage Sellinger AI SDR CRM leads, conversations and pipeline from any MCP clie…
— ○ ⏳ — N/A N/A — — —
35918
praveen-radakirouchenane
A server that provides tools to search news articles and fetch top headlines us…
— ○ ⏳ — — — — — —
35919
mothanaprime
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
— ○ ⏳ — — — — — —
35920
kiskander
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
— ○ ⏳ — N/A N/A — — —
35921
audiala
Audiala Claim
Audio guides for 44,000+ places in 1,900+ cities, with narrated previews in Cha…
— ○ ⏳ — — — — — —
35922
ujo78
Enables AI agents to vectorize raster images and import vector files (PDF/AI/EP…
— ○ ⏳ — N/A N/A — — —
35923
Doucs91
hivelore Claim
Deterministic gate: blocks any commit whose diff reintroduces a documented team…
— ○ ⏳ — N/A N/A — — —
35924
cristianaboitiz-eng
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
— ○ ⏳ — N/A N/A — — —
35925
felixboehm
A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) function…
— ○ ⏳ — — — — 81 —
35926
SrinjoyDev
rewynd Claim
Enables coding agents to debug backend requests by providing tools to list, vie…
— ○ ⏳ — N/A N/A — — —
35927
OITApps
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
— ○ ⏳ — — — — — —
35928
xcvdrew8
adad11 Claim
— ○ ⏳ — N/A N/A — 95 —
35929
trac3r00
Wraps any existing MCP server to reduce tool-description token usage by exposin…
— ○ ⏳ — — — — — —
35930
AndritHashani
Exposes RE-Butler knowledge and validation tools for hybrid semantic search, re…
— ○ ⏳ — — — — — —
35931
yawaragi-dev
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
— ○ ⏳ — — — — — —
35932
FAR Oracle Claim 1
Search Federal Acquisition Regulations (FAR) for government contracting.
— ○ — N/A N/A — 81 —
35933
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
— ○ ⏳ — N/A N/A — — —
35934
heroku
An MCP server for securely executing Python code, supporting STDIO, Streamable …
— ○ ⏳ — — — — — —
35935
CSOAI-ORG
CHAS / SafeContractor / Constructionline pre-qualification preparation. Health …
— ○ ⏳ — N/A N/A — 81 —
35936
superZavier
ContextGC Claim
基于AST解析的上下文智能压缩MCP服务器,通过提取代码骨架和按需展开函数,节省70-90% token,并支持渐进式上下文加载。
— ○ ⏳ — N/A N/A — — —
35937
SocialGOcompany
Enables AI assistants to search the SocialGO SMM platform catalog and place soc…
— ○ ⏳ — — — — — —
35938
OrellBuehler
MCP server for TestFlight and App Store Connect that exposes the App Store Conn…
— ○ ⏳ — — — — — —
35939
coin-seeker
Drives the real Claude Design web app from your editor or agent, enabling creat…
— ○ ⏳ — N/A N/A — — —
35940
mogharsallah
Turjuman Claim
Open-source, self-hosted translation management system with an MCP server that …
— ○ ⏳ — — — — — —
35941
keithazz
Enables creating and managing Synthesia avatar videos through natural language,…
— ○ ⏳ — N/A N/A — — —
35942
Shubhaankar-Sharma
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
— ○ ⏳ — — — — — —
35943
hereisSwapnil
blinkit-mcp Claim
Enables Claude to automate grocery shopping on Blinkit, including product searc…
— ○ ⏳ — N/A N/A — — —
35944
namixai
signer-mcp Claim
Keyless CEX/DEX signing for AI trading agents (Binance, OKX, Bybit, KuCoin, Hyp…
— ○ ⏳ — — — — — —
35945
jonowhyman
Bridges Motion's API with LLMs to manage tasks, projects, schedules, and more t…
— ○ ⏳ — — — — — —
35946
mcp-hive
MCP Hive Claim
MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per r…
— ○ ⏳ — — — — 81 —
35947
lubo3395
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
— ○ ⏳ — N/A N/A — — —
35948
akoskm
A starter MCP server using StdioServerTransport, providing example tools to che…
— ○ ⏳ — N/A N/A — 95 —
35949
abel-castro
blog-mcp Claim
Enables creating draft posts and listing published posts on abelcastro.dev dire…
— ○ ⏳ — N/A N/A — — —
35950
rashidazarang
Enables AI assistants to manage Debian package repositories through natural lan…
— ○ ⏳ — — — — 81 —
Showing 35901–35950 of 69448 servers
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