MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50201
mchosc
Bridges MCP-compatible IDEs to a local MemOS instance, enabling notes from edit…
— ○ ⏳ — N/A N/A — — —
50202
guillaumehussong
Enables querying El Salvador's public procurement data, including awarded proce…
— ○ ⏳ — — — — — —
50203
1vecera
A Confluence MCP server optimized for AI agents, enabling surgical section edit…
— ○ ⏳ — — — — — —
50204
Buddhima-JD3
Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, and …
— ○ ⏳ — — — — — —
50205
nadimtuhin
MCP server wrapping the agy CLI, enabling querying, web search, and file writin…
— ○ ⏳ — N/A N/A — — —
50206
codewithcheese
Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…
— ○ ⏳ — N/A N/A — — —
50207
Neksi11
Provides AI-powered, context-aware development guidance with tools for coding r…
— ○ ⏳ — N/A N/A — — —
50208
todesstoss
monobank-mcp Claim
A Model Context Protocol server that enables interaction with Monobank API, pro…
— ○ ⏳ — — — — — —
50209
CSOAI-ORG
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
— ○ ⏳ — — — — — —
50210
ryanStark24
sfgraph Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
— ○ ⏳ — N/A N/A — — —
50211
wyre-technology
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
— ○ ⏳ — — — — — —
50212
schwarztim
A Model Context Protocol server that enables AI assistants to perform network p…
— ○ ⏳ — — — — — —
50213
alien-lifestyles
Integrates Mailchimp with Claude Desktop, enabling management of audiences, cam…
— ○ ⏳ — — — — — —
50214
GongRzhe
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
— ○ ⏳ — N/A N/A — — —
50215
seabearDEV
Reverie Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
— ○ ⏳ — N/A N/A — — —
50216
whathebronte
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
— ○ ⏳ — — — — — —
50217
Chawengwit
A unified data gateway MCP server that enables Claude to interact with multiple…
— ○ ⏳ — N/A N/A — — —
50218
hunter-volkman
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
— ○ ⏳ — N/A N/A — — —
50219
rusnetru
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
— ○ ⏳ — N/A N/A — — —
50220
Kouki-odaka
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
— ○ ⏳ — — — — — —
50221
verifizieren
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
— ○ ⏳ — N/A N/A — — —
50222
overflowget
A remote MCP server for verifying Thai bank transfer slips using slip images, Q…
— ○ ⏳ — — — — — —
50223
kvalen-code
zxkol Claim
ZXKOL transforms tasks like "finding Douyin beauty influencers with 100k–500k f…
— ○ ⏳ — — — — — —
50224
niksa-KH
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
— ○ ⏳ — — — — — —
50225
tkn-works
Enables management of App Store Connect operations such as listing apps, managi…
— ○ ⏳ — — — — — —
50226
julianobarbosa
Analyzes Azure cloud costs, audits for waste, and provides budget insights via …
— ○ ⏳ — N/A N/A — — —
50227
srotzin
Provides tools to sign and verify post-quantum attestations of AI agent actions…
— ○ ⏳ — — — — — —
50228
arbazpathan91
A Model Context Protocol (MCP) server that lets any AI model create standardise…
— ○ ⏳ — — — — — —
50229
kodey-ai
Run SOQL queries against your Salesforce org to explore and retrieve data. Quic…
— ○ ⏳ — N/A N/A — 95 —
50230
emirhanyenici
Enables Claude to perform multi-agent SEO analysis with specialist prompts and …
— ○ ⏳ — — — — — —
50231
ESPOIR-DITE
Enables AI agents to create GitHub issues on explicitly allow-listed repositori…
— ○ ⏳ — N/A N/A — — —
50232
falcosan
mcp-meilisearch
— ○ ⏳ — N/A N/A — 95 —
50233
netadx1ai
A minimal, production-ready MCP server boilerplate for building AI-powered back…
— ○ ⏳ — — — — — —
50234
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
— ○ ⏳ — — — — — —
50235
lkiesow
Provides web search and page fetching capabilities using Ollama's API.
— ○ ⏳ — — — — — —
50236
notasandy
Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and SQL in…
— ○ ⏳ — N/A N/A — — —
50237
brandu-mos
Supervised Meta Ads operating system for Claude Code with 57 campaign managemen…
— ○ ⏳ — N/A N/A — 83 —
50238
softagram
Gives AI agents instant access to software architecture, dependencies, and impa…
— ○ ⏳ — — — — — —
50239
riya404
jira_just_ai Claim
— ○ ⏳ — N/A N/A — 95 —
50240
jojolabagarre
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et R…
— ○ ⏳ — N/A N/A — — —
50241
ladla90077-web
Connects to SolidWorks 2022 over COM to run, test, and auto-fix VBA macros, ret…
— ○ ⏳ — N/A N/A — — —
50242
AmirK-S
HiveMind Claim
Enables AI agents to contribute and search a shared knowledge commons, so that …
— ○ ⏳ — — — — — —
50243
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
— ○ ⏳ — — — — 81 —
50244
ChatGPTNextWeb
ai-netcafe Claim
Compare LLM cost & latency on one prompt, translate PDF keeping layout, cited r…
— ○ ⏳ — — — — — —
50245
Sergey-ek
MCP server for NodeBB forums that enables AI assistants to access forum data, s…
— ○ ⏳ — — — — — —
50246
Ask-Your-Audience
Test ideas, messages and ads with Human Digital Twins built from real people, i…
— ○ ⏳ — — — — — —
50247
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
— ○ ⏳ — — — — 81 —
50248
Heretek-RE
re-rizin Claim
MCP server exposing the rizin CLI for static binary analysis of executables.
— ○ ⏳ — N/A N/A — — —
50249
tt-a1i
lore Claim
Enables AI agents to query project memory by linking code changes to the conver…
— ○ ⏳ — N/A N/A — — —
50250
sahupra1357
A multi-agent MCP server for comprehensive stock research and analysis using na…
— ○ ⏳ — N/A N/A — — —
Showing 50201–50250 of 69199 servers