MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38851
adamayoung
Integrates with The Movie Database (TMDB) API to provide movie information, sea…
N/A N/A
38852
NachaFromMars
Enables Chinese traditional calendar functions including BaZi calculation, cale…
N/A N/A
38853
lychee20000105
A Chinese-friendly, locally running MCP server for WeChat Mini Program engineer…
N/A N/A
38854
karlost
MCP server for Freelo project management API, enabling task and project managem…
38855
AleemHaider
An MCP server that wraps instagrapi to read, engage, and send DMs from a person…
N/A N/A
38856
czx1111
An AI-native code security audit MCP server that supports multi-language AST an…
N/A N/A
38857
Nidhideep
Classifies SAP ABAP objects against SAP's official Clean Core release catalog t…
38858
RanneG
linkup-mcp Claim
Provides web search and local document RAG using Ollama, enabling privacy-prese…
N/A N/A
38859
hujiaozhuzhu
AuditShield Claim
A three-layer MCP server that filters false positives from static analysis tool…
N/A N/A
38860
jhzhu89
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
38861
akolazabal
zom-brain Claim
A nightly local pipeline that ingests zom codebases and their GitHub activity, …
N/A N/A
38862
mikz
A read-only MCP server for SimpleShop accounting data, enabling AI agents to fi…
38863
mekanics
A read-only MCP server that gives AI agents structured access to a Beancount pe…
N/A N/A
38864
meilSop
Provides tools for AI assistants to list, search, and get details of YApi inter…
N/A N/A
38865
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
38866
fozagtx
tonmcp Claim
N/A N/A 95
38867
mailgent-dev
Provides identity infrastructure for AI agents to manage email communications, …
81
38868
ezhuk
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
38869
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
38870
junter1989k-ai
Peru CPE invoices for AI agents - issue, query, void facturas/boletas via SUNAT…
38871
kevinten-ai
mcp-ffmpeg Claim
Provides 30+ FFmpeg video and audio editing tools via MCP, enabling AI assistan…
N/A N/A
38872
nlevy
A Model Context Protocol (MCP) server that provides Spotify integration, allowi…
N/A N/A
38873
hyzaw
A proxy middleware for the Variflight MCP server with token rotation, intellige…
N/A N/A
38874
tommypj
Enables MCP clients to submit long-running jobs that are executed safely in iso…
N/A N/A
38875
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
38876
tterrasson
mcp-searxng Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
38877
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
38878
Parth3930
clenzer Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
N/A N/A
38879
cognis-digital
promptpack Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
N/A N/A
38880
CSOAI-ORG
AI bias detection and fairness assessment for AI agents. Instant bias risk scan…
N/A N/A
38881
Timwal78
Drop-in middleware for MCP servers that lets AI agents autonomously pay for too…
38882
RonenTanchum
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
N/A N/A
38883
Qvakk
docs-scraper Claim
Enables scraping and searching documentation websites using semantic or keyword…
N/A N/A
38884
dinasaur404
Enables personalized book recommendations by managing reading profiles and pref…
38885
NumericalPie
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
N/A N/A
38886
mirage-security
Enables AI assistants to interact with KnowBe4 security awareness training data…
38887
wizardofweb125-lab
Enables AI agents to control Chrome browser actions like navigation, clicking, …
N/A N/A
38888
liatrio-labs
Generates and manages slash commands for AI coding assistants like Claude Code …
N/A N/A
38889
thomenz
soldefi-mcp Claim
Paid access to Solana DeFi risk intelligence — rug/honeypot scans, liquidity-po…
38890
iflow-mcp
Enables AI assistants to generate, validate, and optimize PLUMED input files fo…
N/A N/A
38891
botmonster
Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, ac…
N/A N/A
38892
plasmate-labs
Plasmate Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
N/A N/A
38893
georgeasoto
Enables Claude to create, manage, and clean up git worktrees automatically, inc…
N/A N/A
38894
markswendsen-code
mcp-tmobile Claim
Automates T-Mobile account interactions such as viewing usage, paying bills, an…
N/A N/A
38895
markmusic27
tasks-mcp Claim
Enables AI assistants to manage Notion tasks, projects, and courses through MCP…
38896
JustTryAI
Enables LLM-powered tools to manage Databricks permissions, credentials, and Gi…
38897
PMelch
gitlab-mcp Claim
Enables retrieving comprehensive information about GitLab merge requests, inclu…
38898
capwitf
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
N/A N/A
38899
catlog22
codexlens Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
N/A N/A
38900
razdo227
Delivers curated documentation, quickstart commands, and stack recommendations …
N/A N/A
Showing 38851–38900 of 64698 servers
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