MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51901
Psilolouben
Tracks live board game inventory on thegamerules.com by scraping the catalogue,…
— ○ ⏳ — — — — — —
51902
carter-wzq
MCP server for GEO site audits, checking 31 signals across 6 pillars and return…
— ○ ⏳ — — — — — —
51903
mabh111111
Enables AI assistants to perform video and audio processing tasks such as forma…
— ○ ⏳ — N/A N/A — — —
51904
MSelcukAkbas
A modular MCP server that provides AI agents with cognitive memory, local syste…
— ○ ⏳ — — — — — —
51905
pierre-landoin
Icypeas Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
— ○ ⏳ — — — — 81 —
51906
a-g-e-n-t-s
A secure and scalable Git MCP server giving AI agents powerful version control …
— ○ ⏳ — — — — — —
51907
malkreide
Provides AI-native access to Swiss Federal Statistical Office datasets through …
— ○ ⏳ — — — — — —
51908
NG-Bullseye
agent-mesh Claim
Provides a messaging multiplexer for agents using Redis streams, allowing Claud…
— ○ ⏳ — — — — — —
51909
Irohitjain
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
— ○ ⏳ — — — — — —
51910
aliyun
Enables AI coding assistants to manage Alibaba Cloud databases by creating inst…
— ○ ⏳ — — — — — —
51911
MasterPlayspots
MotionSpec Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
— ○ ⏳ — N/A N/A — — —
51912
andreajrubino
Enables natural language expense logging, parsing amounts, currencies, and date…
— ○ ⏳ — N/A N/A — — —
51913
jjm7271985
ship-it-mcp Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
— ○ ⏳ — N/A N/A — — —
51914
mikimatsub
swsd-mcp Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
— ○ ⏳ — — — — — —
51915
mareurs
researcher Claim
Fast AI research agent in Rust that plans sub-questions, searches the web, scra…
— ○ ⏳ — N/A N/A — — —
51916
cbuntingde
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
— ○ ⏳ — — — — 81 —
51917
kokohbudi
Enables AI agents to securely authenticate with Google Tasks and perform full C…
— ○ ⏳ — N/A N/A — — —
51918
axonempire
Provides filesystem access to Claude via the MCP protocol, enabling local file …
— ○ ⏳ — N/A N/A — — —
51919
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
— ○ ⏳ — — — — 81 —
51920
ampcome-mcps
Enables AI agents to request human approvals with customizable forms, webhooks,…
— ○ ⏳ — N/A N/A — — —
51921
thomasjerard
Enables natural language queries to PostgreSQL by converting questions to SQL u…
— ○ ⏳ — N/A N/A — — —
51922
astraclawteam
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
— ○ ⏳ — N/A N/A — — —
51923
AiAgentKarl
Enables AI agents to make micropayments using USDC on Solana via the x402 proto…
— ○ ⏳ — — — — — —
51924
rmaher001
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
— ○ ⏳ — — — — — —
51925
bsv-blockchain
Provides AI agents with knowledge and code generation tools for building BSV bl…
— ○ ⏳ — — — — — —
51926
alfi-j
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
— ○ ⏳ — N/A N/A — 95 —
51927
pipeworx-io
Enables querying nonprofit organization data through the ProPublica Nonprofit E…
— ○ ⏳ — — — — — —
51928
alaiba
grepsense Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
— ○ ⏳ — — — — — —
51929
jim-agent
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
— ○ ⏳ — N/A N/A — — —
51930
vinaybist
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
— ○ ⏳ — — — — 81 —
51931
tspvivek
Enables to interact with Baasix Backend-as-a-Service operations including schem…
— ○ ⏳ — — — — — —
51932
attaelahi
An MCP server that preserves and recalls work context, enabling users to log se…
— ○ ⏳ — N/A N/A — — —
51933
jacob-bd
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
— ○ ⏳ — N/A N/A — — —
51934
AltriaPendragon49
blastp_mcp Claim
Wraps NCBI BLAST+ blastp into a FastMCP service for auditable protein homology …
— ○ ⏳ — N/A N/A — — —
51935
Minidoracat
Establishes feedback-oriented development workflows with Web UI and desktop app…
— ○ ⏳ — — — — — —
51936
geopopos
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
— ○ ⏳ — N/A N/A — — —
51937
srishtivverma
idontcare Claim
— ○ ⏳ — N/A N/A — 95 —
51938
MCP-Mirror
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
— ○ ⏳ — N/A N/A — 95 —
51939
Joncallim
Builds searchable SQLite databases from PDFs, preserving inline image locations…
— ○ ⏳ — N/A N/A — — —
51940
DevMuneeb
An MCP server that indexes codebases into a local graph and provides on-demand …
— ○ ⏳ — N/A N/A — — —
51941
naebo
Enables external reconnaissance activities including DNS enumeration, subdomain…
— ○ ⏳ — N/A N/A — — —
51942
lka
MCP server for opening files in Windows applications, including Microsoft Edge …
— ○ ⏳ — N/A N/A — — —
51943
rodrick-mpofu
Automates job application tracking and resume/cover letter generation using AI,…
— ○ ⏳ — — — — — —
51944
nerd-exam
NerdExam Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
— ○ ⏳ — N/A N/A — 95 —
51945
ReduceMyIns
nowcerts-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
51946
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
— ○ ⏳ — — — — — —
51947
major7apps
tiingo-mcp Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
— ○ ⏳ — — — — — —
51948
quanlh30504
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
— ○ ⏳ — N/A N/A — — —
51949
gmitch215
MyMCP Claim
Dynamically converts any OpenAPI v3 specification into a fully-functional Model…
— ○ ⏳ — — — — — —
51950
btechbrasil
mcp Claim
Brazilian legal search and jurimetria: 115M+ court decisions from 90+ courts ac…
— ○ ⏳ — — — — — —
Showing 51901–51950 of 69182 servers