MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60551
dsouzaAnush
A focused remote MCP server that enables LLMs to search and execute Slack Web A…
N/A N/A
60552
stevezhouht
Provides tools to query Chinese lottery results, check prizes, and update data …
60553
codex-curator
Enables AI agents to perform hybrid semantic+keyword search over structured mar…
60554
Focus-GTS
eds-mcp-server Claim 1
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, pu…
81
60555
sani-savaliya
cortex-brain Claim
An MCP server that enables AI agents to search, read, and contribute to a struc…
N/A N/A
60556
kcbdev
Provides unified access to Moroccan government data, financial markets, geograp…
60557
proompteng
bilig Claim
Headless WorkPaper MCP server for spreadsheet formulas, workbook edits, JSON pe…
N/A N/A
60558
KovaMind
Enables AI memory persistence and secure credential management via vault tools …
60559
ezesubu
Enables AI clients like Claude Code, Cursor, or VS Code to drive the Unreal Edi…
N/A N/A
60560
getterdoneinc
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
60561
Shien-Inc
mdgen-mcp Claim
MCP server for mdgen that enables reading, writing, and managing mdgen document…
60562
DeepCogNeural
Streamable HTTP MCP bridge that allows ChatGPT to delegate code execution reque…
60563
tjamescouch
Provides persistent memory for AgentChat agents with swim-lane summarization an…
N/A N/A
60564
mikeysrecipes
Enables access to CoinMarketCap API data, including latest cryptocurrency listi…
60565
3aKHP
Symath-MCP Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
60566
mbe24
yokozuna-mcp Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
N/A N/A
60567
Deepankar1993
A high-performance MCP server for Trello integration with 97% token reduction t…
N/A N/A
60568
Masterplanner25
Exposes the Nodus orchestration runtime as MCP tools for memory management, goa…
60569
kupl
mcp-ex Claim
N/A N/A 95
60570
preethi6379
Integrates with GitHub REST API to allow LLM agents to list and create reposito…
60571
YaBoom
A lightweight MCP server that enables AI assistants to control Chrome DevTools …
N/A N/A
60572
FBlake28
A custom MCP server that cleans up raw notes into properly formatted, cross-lin…
N/A N/A
60573
Nielsen642
An MCP server that enables AI agents to navigate and understand codebases throu…
60574
kedoupi
Enables AI tools to search, create, update, and manage YApi API interfaces, pro…
60575
noir-lang
MCP server for Noir development that clones and searches Noir documentation, st…
N/A N/A
60576
xdqi
jinaju Claim
A drop-in MCP server compatible with Jina AI, using a stealth Chromium browser …
60577
jmpijll
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
81
60578
sleepytimeshon
An MCP server that enables AI assistants to manage Google Calendar events, cale…
N/A N/A
60579
foggy-projects
Governed MCP access to Odoo business data, preserving Odoo permissions via a se…
60580
kevinnguyen805
poke-conduit Claim
A production-shaped, durable multi-agent backend for the Poke MCP client, provi…
60581
Abhiroy17
Enables AI assistants to interact with locally running TradingView Desktop for …
N/A N/A
60582
iflow-mcp
Enables AI assistants to generate, validate, and optimize PLUMED input files fo…
N/A N/A
60583
lrferr
Enables monitoring and administration of MySQL databases through natural langua…
60584
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
N/A N/A
60585
gerchowl
Kairos Claim
when2meet-style scheduling polls — self-hostable, reverse-proxy-auth friendly, …
N/A N/A
60586
alaiba
grepsense Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
60587
u-akira
toio-mcp Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
N/A N/A
60588
adiezsuzy
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
N/A N/A
60589
WANehan923
Enables AI assistants to chat about Nehan Chandira's CV and send email notifica…
60590
jfim
Enables AI assistants to extract and query Obsidian Tasks from markdown files, …
N/A N/A
60591
robbintech2019
FinSage MCP Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
N/A N/A
60592
Nadeus
Give your AI agent access to 8,400+ software tools — search, compare, get prici…
60593
loryanstrant
CaddyUI MCP Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
60594
mhart
Enables semantic search over documentation stored in a Vectorize database using…
N/A N/A
60595
loickaczmarek
mcp-weather Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
60596
berntpopp
hpo-link Claim
MCP server that provides tools for querying the Human Phenotype Ontology (HPO) …
N/A N/A
60597
MakiDevelop
mdMCP Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
N/A N/A
60598
vichhka-git
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
N/A N/A
60599
Hassenamri005
mix_server Claim
Enables AI assistants to interact with local CSV and Parquet data files through…
N/A N/A
60600
sonzin
MCP server integrating Google Search Console, Google Analytics 4, and GitHub, e…
Showing 60551–60600 of 66475 servers