MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61051
aidevelopers2
Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal…
N/A N/A
61052
tomekkorbak
Enables LLMs to provide voice status updates via OpenAI TTS, ideal for backgrou…
N/A N/A
61053
junter1989k-ai
Dominican Republic DGII e-CF: AI agents authenticate and submit electronic invo…
61054
lazymac2x
blog Claim
Cloudflare Workers MCP server: blog
61055
chrischall
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
N/A N/A
61056
100Hires
Official Model Context Protocol server for 100Hires — the applicant tracking sy…
61057
srotzin
Broker-only credit/lending discovery shim for AI agents
61058
retamayo
vigilante Claim
Records runtime events from any app via zero-code instrumentation and exposes t…
N/A N/A
61059
ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.
N/A N/A 76
61060
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
61061
amafjarkasi
Enables debugging of Electron applications through the Model Context Protocol, …
N/A N/A
61062
benseverndev-oss
InferMap Claim
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …
61063
JDS300
Limitless Claim
A portable self-hosted memory layer for AI tools, storing context, memories, an…
61064
DaisyLandForu
A demo MCP server for research project management that enables document ingesti…
61065
caikiji
Privacy-respecting, self-hosted metasearch MCP server that aggregates results f…
61066
lazymac2x
Cloudflare Workers MCP server: api-perf-analyzer
61067
coldzero94
coldframe Claim
Local-first memory for your AI agent. One SQLite file you own — offline, no API…
N/A N/A
61068
ervin-zhang
A remote MCP Server demo using FastMCP and Streamable HTTP, offering tools (add…
61069
ai-integr8tor
An MCP server for storing and retrieving memories using Qdrant vector search, a…
61070
GreatBlu
The most comprehensive signal intelligence on Swiss businesses — 800K+ companie…
61071
yugmatech
An MCP server that enables AI assistants to interact with Odoo ERP, allowing na…
61072
mdwipasha
Connects AI assistants to locally running TradingView Desktop via Chrome DevToo…
N/A N/A
61073
anton-jackson
Enables AI agents to search and access public calendar data, supporting iCal, C…
N/A N/A
61074
gingugu
gingugu Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
N/A N/A
61075
Phicks-debug
Provides tools for searching LinkedIn profiles and extracting names, URLs, and …
N/A N/A
61076
torinvdb
kanka-mcp Claim
Enables MCP-compatible agents to authenticate to a Kanka account and interact w…
61077
inbarajaldrin
omni-kit-mcp Claim
Enables driving Omniverse Kit apps (Isaac Sim, Isaac Lab) over MCP, allowing ag…
N/A N/A
61078
HUANGcvs
A local MCP server for AI image generation using ComfyUI, Claude Code, and Open…
N/A N/A
61079
msuicaut
An experimental MCP server connecting Claude to the Homosaurus V4 LGBTQ+ linked…
61080
alexcz-a11y
Enables storing and searching memories via Mem0 API directly from Cursor, allow…
61081
axel-belfort
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
81
61082
PsychQuant
Enables executing Python scripts, rendering scenes, and controlling 3D objects …
N/A N/A
61083
CSOAI-ORG
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
N/A N/A
61084
gabrielmahia
habari-mcp Claim
MCP server for Kenya civic information — Kenya Gazette, government tenders, ope…
61085
machinemates-ai
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
61086
Aditya69505
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
61087
keithrawlingsbrown
refinex-mcp Claim
Enables querying live AWS spot price arbitrage signals and suppression logs dir…
81
61088
BACH-AI-Tools
Provides IP address geolocation and related info via an API, with MCP server in…
61089
zhiweio
tech-icons Claim
MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, C…
N/A N/A
61090
denwakeup
MCP server for Todoist API integration, allowing management of tasks, projects,…
61091
featureform
EnrichMCP Claim
Turns your data model into a semantic layer for AI agents, automatically genera…
61092
xx5921
Enables AI assistants to have voice conversations and screen sharing capabiliti…
N/A N/A
61093
astraclawteam
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
N/A N/A
61094
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
61095
hopkins385
Enables AI image and video generation using Google Vertex AI's Imagen and Veo m…
61096
@faithk7
rednote-mcp-3 Claim
N/A N/A 95
61097
PaulieB14
PayQL Claim
PayQL is an MCP server that lets any AI agent query The Graph and pay per query…
61098
CSOAI-ORG
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
61099
justice8096
Provides tools to read, write, search, and manage notes in an Obsidian vault vi…
N/A N/A
61100
AIVA-VET
MCP server for VetSorcery — query problem lists, SOAP notes, and patient summar…
Showing 61051–61100 of 66475 servers