ANTLR4 MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
| resources | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| helpA | Get comprehensive help about ANTLR4 MCP tools, common workflows, and usage examples. USE THIS TOOL FIRST when starting work with ANTLR4 grammars. Available topics:
Returns: Comprehensive documentation for the requested topic. | ||||||||||||
| analyze-grammarA | Analyze an ANTLR4 grammar file and extract its complete structure. When to use: First step when exploring an unfamiliar grammar, understanding architecture, or extracting metadata. Multi-file support: Set load_imports=true to automatically resolve and analyze imported grammars. Example usage: from_file: "examples/MyGrammar.g4" Multi-file example: from_file: "PaloAlto_rulebase.g4" base_path: "/path/to/grammars" load_imports: true Returns:
| ||||||||||||
| infer-formattingA | Analyze an ANTLR4 grammar and infer its formatting style. When to use: Understand the formatting conventions used in a grammar, or verify that formatting will be preserved when making changes. Example usage: from_file: "MyGrammar.g4" Analyzes:
Returns: Formatting style object with detected patterns. Note: The update-rule, add-lexer-rule, and add-parser-rule tools automatically use this inference to preserve your grammar's formatting style. | ||||||||||||
| validate-grammarA | Validate ANTLR4 grammar syntax and detect common issues. When to use: After making changes to verify correctness, or to diagnose problems in an existing grammar. Example usage: from_file: "MyGrammar.g4" Detects:
Returns: List of issues with severity (error/warning/info), descriptions, line numbers, and affected rule names. | ||||||||||||
| compile-grammarA | Run native ANTLR4 compilation checks for grammar syntax/tooling errors. When to use: Before committing grammar edits, after refactors, or when validate-grammar looks clean but ANTLR toolchain still fails. Supports:
Example usage: from_file: "MyGrammar.g4" load_imports: true Returns: compile success/failure, native diagnostics, timing, generated artifacts. | ||||||||||||
| list-rulesA | List all rules in an ANTLR4 grammar with optional filtering. When to use: Get a quick overview of all rules, or filter to see only lexer or parser rules. Example usage: filter_type: "lexer" // Shows only lexer rules (uppercase) filter_type: "parser" // Shows only parser rules (lowercase) filter_type: "all" // Shows all rules (default) Returns: Alphabetically sorted list of rules with:
| ||||||||||||
| find-ruleA | Find rules with multiple matching modes: exact, regex, wildcard, or partial matching. When to use: Locate specific rules, understand rule relationships, or discover rules matching a pattern. Matching Modes:
Examples:
Returns (exact match):
Returns (pattern match):
| ||||||||||||
| get-suggestionsA | Get actionable improvement suggestions for an ANTLR4 grammar. When to use: Optimize grammar quality, identify issues, get best practice recommendations. Analyzes:
Returns: Categorized suggestions with specific recommendations for improvement. | ||||||||||||
| format-grammarA | Display a structured summary of the grammar with proper formatting. When to use: Get a high-level overview of grammar organization and structure. Returns:
| ||||||||||||
| compare-grammarsA | Compare two ANTLR4 grammars side-by-side to identify differences. When to use: Understand changes between versions, merge grammars, or analyze variations. Example usage: from_file1: "v1/MyGrammar.g4" from_file2: "v2/MyGrammar.g4" Returns:
| ||||||||||||
| add-ruleA | Add a new lexer or parser rule with automatic type detection and positioning. Auto-detection: Rule type is determined by naming convention:
When to use: Add any rule to your grammar - lexer tokens or parser rules. Example - Add lexer rule (UPPERCASE): rule_name: "ID" pattern: "[a-zA-Z_][a-zA-Z0-9_]*" Example - Add parser rule (lowercase): rule_name: "expression" definition: "term ((PLUS | MINUS) term)*" Example - Add lexer with skip: rule_name: "WS" pattern: "[ \t\n\r]+" skip: true Example - Add lexer with channel: rule_name: "COMMENT" pattern: "//.*?\n" channel: "COMMENTS" Example - Add fragment: rule_name: "DIGIT" pattern: "[0-9]" fragment: true Example - Add with positioning: rule_name: "STRING" pattern: "".*?"" insert_after: "ID" Example - Add parser with return type: rule_name: "intLiteral" definition: "INT" return_type: "int value" Features:
Returns: Modified grammar with new rule inserted, success message, position description, file write confirmation if applicable. | ||||||||||||
| remove-ruleA | Remove a rule cleanly from an ANTLR4 grammar. When to use: Delete obsolete rules, clean up unused definitions, or refactor grammar structure. Example usage: rule_name: "oldExpression" write_to_file: true Warning: Does not update references to this rule in other rules. Use find-rule-usages first to check impact. Returns: Modified grammar with rule removed, success message, file write confirmation if applicable. | ||||||||||||
| update-ruleA | Update an existing rule definition in place. Now supports multi-line definitions! When to use: Modify rule logic, add alternatives, refine patterns, or fix issues. Example - Simple update: rule_name: "expression" new_definition: "term ((PLUS | MINUS) term)*" Example - Multi-line update (string with \n): rule_name: "srp_uuid_null" new_definition: "UUID\n | ~(\n ACTION\n | FROM\n )" Example - Multi-line update (JSON array): rule_name: "srp_uuid_null" new_definition: ["UUID", " | ~(", " ACTION", " | FROM", " )"] Multi-line support:
Preserves rule position in grammar. Use rename-rule if changing the rule name. Returns: Modified grammar with rule updated, success message, file write confirmation if applicable. | ||||||||||||
| rename-ruleA | Safely rename a rule and automatically update ALL references throughout the grammar. When to use: Refactor rule names for clarity, fix naming conventions, or improve code readability. Example usage: old_name: "expr" new_name: "expression" write_to_file: true Multi-file example: from_file: "MyGrammar.g4" base_path: "/path/to/grammars" load_imports: true write_to_file: true Features:
Recommended workflow:
Returns: Modified grammar with rule and all references renamed, update count, file write confirmation if applicable. | ||||||||||||
| find-rule-usagesA | Find all locations where a specific rule is referenced with line numbers and context. When to use: Before renaming/removing rules to understand impact, analyze dependencies, or trace rule usage. Example usage: rule_name: "expression" Returns:
Multi-file support:
Use before:
| ||||||||||||
| rule-statisticsA | Analyze rule complexity, dependencies, and performance characteristics. When to use: Understand rule complexity, identify bottlenecks, find heavily-used rules, plan refactoring. Example usage: rule_name: "expression" Returns:
Use cases:
| ||||||||||||
| impact-analysisA | Analyze change impact for a specific rule (dependencies, dependents, and risk). When to use: Before renaming, deleting, or heavily modifying a rule. Returns:
| ||||||||||||
| extract-fragmentA | Extract a reusable fragment rule from a pattern to reduce duplication. When to use: Share common patterns, improve maintainability, reduce duplication in lexer rules. Example - Extract digit pattern: fragment_name: "DIGIT" pattern: "[0-9]" Example - Extract letter pattern: fragment_name: "LETTER" pattern: "[a-zA-Z]" After extraction, use the fragment in other rules: ID: LETTER (LETTER | DIGIT)* Benefits:
Returns: Modified grammar with fragment added, original pattern preserved in existing rules. | ||||||||||||
| merge-rulesA | Merge two related rules into one rule with alternatives. When to use: Consolidate similar rules, reduce rule count, group related alternatives. Example - Merge literal rules: rule1_name: "intLiteral" rule2_name: "floatLiteral" new_rule_name: "numericLiteral" Result: numericLiteral: intLiteral | floatLiteral Benefits:
Note: Original rules are removed; references to them should be updated manually or use rename-rule first. Returns: Modified grammar with merged rule created and original rules removed. | ||||||||||||
| export-as-markdownA | Generate comprehensive Markdown documentation for your grammar. When to use: Create README files, generate reference documentation, document grammar structure, share grammar specs. Example usage: from_file: "MyGrammar.g4" Generated documentation includes:
Output format: Complete Markdown document ready for use in README.md or documentation sites. | ||||||||||||
| generate-summaryA | Generate a concise summary of grammar structure and health metrics. When to use: Quick health checks, progress tracking, overview reports, or grammar comparisons. Example usage: from_file: "MyGrammar.g4" Returns:
Perfect for: Status reports, quick assessments, tracking changes over time. | ||||||||||||
| add-lexer-rules-removedA | Add multiple lexer rules to a grammar in a single operation (bulk add). When to use: Set up initial grammar structure, add multiple related tokens at once, or import rules from another grammar. Example - Add common tokens: rules: [ { name: "ID", pattern: "[a-zA-Z_][a-zA-Z0-9_]" }, { name: "INT", pattern: "[0-9]+" }, { name: "WS", pattern: "[ \t\n\r]+", skip: true }, { name: "COMMENT", pattern: "//.?\n", channel: "COMMENTS" } ] write_to_file: true Features:
Returns:
| ||||||||||||
| add-parser-rulesA | Add multiple parser rules to a grammar in a single operation (bulk add). When to use: Set up grammar structure, add multiple related parsing rules, or quickly prototype a grammar. Example - Add expression rules: rules: [ { name: "program", definition: "statement+" }, { name: "statement", definition: "assignment | ifStatement | whileStatement" }, { name: "assignment", definition: "ID ASSIGN expression SEMI" }, { name: "expression", definition: "term ((PLUS | MINUS) term)*" } ] write_to_file: true Features:
Returns:
| ||||||||||||
| add-rulesA | Add multiple mixed parser and lexer rules in a single operation (bulk add). When to use: Set up complete grammar structure, add both tokens and parsing rules together, or quickly prototype. Example - Add mixed rules: rules: [ { type: "lexer", name: "PLUS", pattern: "'+'" }, { type: "lexer", name: "MINUS", pattern: "'-'" }, { type: "parser", name: "expression", definition: "term ((PLUS | MINUS) term)*" }, { type: "parser", name: "term", definition: "INT | ID" } ] write_to_file: true Features:
Returns:
| ||||||||||||
| preview-tokensA | Preview how input text would be tokenized by lexer rules. Test grammar changes instantly! 🚀 Native ANTLR4 Support: Automatically uses native ANTLR4 runtime if available for 100% accurate tokenization including:
Falls back to simulation if ANTLR4 is not installed (works for simple grammars without modes/predicates). When to use:
Setup for 100% accuracy (optional):
How it works:
Example - Test basic tokenization: input: "x = 42;" Example - Test with complex lexer (Palo Alto): from_file: "PaloAlto_lexer.g4" load_imports: true input: "set user-id-collector enable-mapping-timeout 1" Example - Test specific rules only: input: "x + y * 2" rules_to_test: ["ID", "PLUS", "TIMES", "INT"] Returns:
Limitations:
❌ Lexer modes not supported
❌ Semantic predicates not evaluated Alternative: For complex grammars, use test-parser-rule which tests parser rules without full lexer simulation. Note: This is a simplified simulation. For 100% accuracy, use ANTLR4 tooling. | ||||||||||||
| add-tokens-with-templateA | Add multiple similar lexer tokens at once using template-based generation. When to use:
Example - Add tokens for "config system X" patterns: base_names: ["ftm-push", "dns", "firewall", "admin"] preceding_tokens: ["SYSTEM", "CONFIG"] Example - Add multiple keyword tokens: base_names: ["enable", "disable", "show", "hide"] pattern: "'{NAME}'" Example - Add tokens with custom pattern: base_names: ["tcp", "udp", "icmp"] pattern: "'protocol-{NAME}'" Features:
Returns:
| ||||||||||||
| generate-tokens-from-patternA | Generate lexer tokens automatically from natural language input patterns. When to use:
Example - Generate tokens from command: input_pattern: "ignore config system ftm-push" → Generates: IGNORE, CONFIG, SYSTEM, FTM_PUSH tokens Example - Generate single compound token: input_pattern: "config-system-admin" tokenize: false → Generates: CONFIG_SYSTEM_ADMIN token Example - Add prefix to generated tokens: input_pattern: "show running-config" prefix: "CMD" → Generates: CMD_SHOW, CMD_RUNNING_CONFIG tokens Features:
Returns:
| ||||||||||||
| suggest-tokens-from-errorsA | Parse error logs and automatically suggest missing tokens to add to grammar. When to use:
Supported error log formats:
Example - Analyze Batfish error log: error_log: "Error parsing config: unexpected token: 'ftm-push' at line 10" → Suggests: FTM_PUSH token with pattern 'ftm-push' Example - Parse ANTLR errors: error_log: "line 5:10 mismatched input 'admin' expecting {CONFIG, SYSTEM}" → Suggests: ADMIN token with pattern 'admin' Features:
Returns:
Note: This tool only suggests tokens. Use add-lexer-rules to actually add them to your grammar. | ||||||||||||
| test-parser-ruleA | Test if input text matches a specific parser rule. Now with native ANTLR4 support! 🚀 Native ANTLR4 Support: Automatically uses native ANTLR4 runtime if available for 100% accurate parsing including:
Falls back to simulation if ANTLR4 is not installed. When to use:
Setup for 100% accuracy (optional):
How it works:
Example - Test expression rule: rule_name: "expression" input: "x + y * 2" Example - Test with multi-file grammar: from_file: "/path/to/MyParser.g4" base_path: "/path/to/grammar/dir" load_imports: true rule_name: "expression" input: "x + y" Example - Show parse tree: rule_name: "statement" input: "if (x) y = 1;" show_tree: true Returns:
| ||||||||||||
| inline-ruleA | Inline a rule by replacing all references with its definition, then delete the original rule. When to use:
How it works:
Example - Simple pass-through: rule_name: "additiveExpression" // Before: expression: additiveExpression; // additiveExpression: term ((PLUS | MINUS) term); // After: expression: term ((PLUS | MINUS) term); Example - Helper rule: rule_name: "value" // Before: assignment: ID ASSIGN value SEMI; // value: NUMBER | STRING | ID; // After: assignment: ID ASSIGN (NUMBER | STRING | ID) SEMI; Features:
Returns:
Validates:
| ||||||||||||
| sort-rulesA | Reorder rules in a grammar according to various sorting strategies. When to use:
Sorting Strategies:
Example - Alphabetical: strategy: "alphabetical" Example - Dependency-based: strategy: "dependency" anchor_rule: "expression" Example - Type-based: strategy: "type" parser_first: false // Lexer rules first Features:
Returns:
| ||||||||||||
| analyze-ambiguitiesA | Analyze grammar for common ambiguity patterns that may cause conflicts at runtime. When to use: Before compiling grammar, after making changes, or when diagnosing parser warnings. Detection Capabilities:
Options:
Returns:
Example usage: from_file: "MyGrammar.g4" checkIdenticalAlternatives: true checkOverlappingPrefixes: true minPrefixLength: 2 | ||||||||||||
| analyze-lexer-modesA | Analyze lexer mode structure in ANTLR4 grammars. When to use: Understanding mode-based tokenization, debugging mode transitions, documenting mode structure. Lexer modes allow context-sensitive tokenization by switching between different sets of lexer rules. Common use cases:
Features:
Returns:
Example usage: from_file: "MyLexer.g4" | ||||||||||||
| analyze-mode-transitionsA | Analyze mode transition graph and detect issues in ANTLR4 lexer modes. When to use: Debugging mode switching logic, ensuring balanced push/pop, detecting circular transitions. Features:
Returns:
Example usage: from_file: "MyLexer.g4" | ||||||||||||
| add-lexer-modeA | Add a new lexer mode declaration to an ANTLR4 grammar. When to use: Creating new modes for context-sensitive tokenization. Features:
Example - Add mode after specific rule: mode_name: "STRING_MODE" insert_after: "STRING" write_to_file: true Example - Add mode at end of grammar: mode_name: "TEMPLATE_MODE" write_to_file: true | ||||||||||||
| add-rule-to-modeA | Add a lexer rule to a specific mode in an ANTLR4 grammar. When to use: Adding tokens that only apply in specific lexical contexts. Features:
Example - Add rule to STRING_MODE: rule_name: "INTERPOLATION_START" pattern: "\{" mode_name: "STRING_MODE" write_to_file: true Example - Add with pushMode action: rule_name: "INTERPOLATION_START" pattern: "\{" mode_name: "STRING_MODE" action: "pushMode(EXPRESSION_MODE)" write_to_file: true | ||||||||||||
| move-rule-to-modeA | Move an existing lexer rule to a different mode. When to use: Reorganizing lexer rules, fixing mode placement, refactoring grammar structure. Features:
Example - Move rule to STRING_MODE: rule_name: "STRING_CONTENT" target_mode: "STRING_MODE" write_to_file: true Note: Parser rules cannot be moved to modes (they don't have mode context). | ||||||||||||
| list-mode-rulesA | List all lexer rules in a specific mode. When to use: Quick inspection of mode contents, debugging mode issues, understanding mode structure. Returns:
Example - List rules in STRING_MODE: mode_name: "STRING_MODE" Example - List rules in DEFAULT_MODE: mode_name: "DEFAULT_MODE" | ||||||||||||
| duplicate-modeA | Duplicate a lexer mode with all its rules. When to use: Creating similar modes, refactoring mode structure, creating mode templates. Features:
Example - Duplicate mode without prefix: source_mode: "STRING_MODE" new_mode: "TEMPLATE_MODE" Example - Duplicate with rule prefix: source_mode: "STRING_MODE" new_mode: "INTERPOLATION_MODE" prefix_rules: "INTERP_" Rules will be named: INTERP_STRING_CONTENT, etc. | ||||||||||||
| create-grammar-templateA | Create a new ANTLR4 grammar from scratch with optional mode structure. When to use: Starting a new grammar project, scaffolding grammar structure, creating grammar templates. Features:
Example - Simple lexer grammar: grammar_name: "MyLexer" type: "lexer" Example - Lexer with modes: grammar_name: "TemplateLexer" type: "lexer" modes: ["STRING_MODE", "COMMENT_MODE", "INTERPOLATION_MODE"] include_boilerplate: true Example - Combined grammar: grammar_name: "Calculator" type: "combined" include_boilerplate: true | ||||||||||||
| grammar-metricsA | Calculate comprehensive grammar metrics including branching estimation, complexity, and dependencies. When to use: Understanding grammar complexity, identifying optimization opportunities, estimating parsing performance. Metrics included: Size Metrics:
Branching Metrics:
Complexity Metrics:
Dependency Metrics:
Example: from_file: "MyGrammar.g4" | ||||||||||||
| detect-redosA | Detect ReDoS (Regular Expression Denial of Service) vulnerabilities in lexer patterns. When to use: Security audit, performance optimization, validating lexer patterns. Detects:
Returns:
Example: from_file: "MyLexer.g4" | ||||||||||||
| check-styleA | Check grammar style and best practices with quality scoring. When to use: Code review, maintaining grammar quality, enforcing conventions. Checks: Naming Conventions:
Best Practices:
Maintainability:
Returns:
Example: from_file: "MyGrammar.g4" | ||||||||||||
| analyze-bottlenecksA | Analyze grammar for performance bottlenecks and optimization opportunities. When to use: Performance optimization, grammar refactoring, large grammar analysis. Detects:
Returns:
Example: from_file: "MyGrammar.g4" | ||||||||||||
| benchmark-parsingA | Benchmark grammar parsing performance with sample input. When to use: Performance testing, comparing grammar versions, optimization validation. Measures:
Features:
Parameters:
Example: from_file: "MyGrammar.g4" input: "x = 42 + y * 10" iterations: 20 | ||||||||||||
| native-benchmarkA | Benchmark grammar using actual ANTLR4 Java runtime (most accurate). When to use: Final performance testing, comparing grammars, production validation. Requirements:
Features:
Parameters:
Example: grammar_files: {"Expr.g4": "grammar Expr; start: expr EOF; ..."} start_rule: "start" input: "1 + 2 * 3" iterations: 20 Returns:
| ||||||||||||
| profile-parsingA | Profile grammar parsing with detailed performance metrics. When to use: Deep performance analysis, debugging slow parsing, optimizing grammars. Measures:
Parameters:
Returns:
Example: grammar_files: {"Expr.g4": "grammar Expr; ..."} start_rule: "program" input: "x = 1 + 2 * 3" Interpretation:
| ||||||||||||
| visualize-parse-treeA | Visualize the parse tree structure for a given input. When to use: Understanding parse results, debugging grammar structure, documentation. Output formats:
Parameters:
Example: grammar_files: {"Expr.g4": "grammar Expr; ..."} start_rule: "expr" input: "1 + 2 * 3" format: "ascii" Returns: ASCII example: | ||||||||||||
| generate-stress-testA | Generate stress test inputs for grammar performance testing. When to use: Testing grammar robustness, identifying performance issues, benchmarking. Generation strategies:
Parameters:
Returns:
Example: grammar_content: "grammar Expr; ..." strategy: "nested" depth: 30 Output: "(((...(1 + 2)...)))" (30 levels deep) | ||||||||||||
| compare-profilesA | Compare two parsing profiles to measure optimization impact. When to use: Validating grammar optimizations, A/B testing changes, regression testing. Parameters:
Returns:
Example: profile1: { parseTimeMs: 150, ambiguityCount: 5, ... } profile2: { parseTimeMs: 80, ambiguityCount: 0, ... } Output:
Verdict: ✅ Improved - Parse time reduced by 46.7% | ||||||||||||
| move-ruleA | Move an existing rule to a new position relative to another rule. When to use: Reorganizing grammar, grouping related rules, fixing rule order. Use cases:
Features:
Example usage: Move expr rule before term rule: rule_name: "expr" position: "before" anchor_rule: "term" Move NUMBER token after PLUS token: rule_name: "NUMBER" position: "after" anchor_rule: "PLUS" write_to_file: true Note: This moves EXISTING rules. To insert NEW rules at specific positions, use add-parser-rule or add-lexer-rule with insert_before/insert_after. | ||||||||||||
| smart-validateA | Smart grammar validation with aggregated, actionable insights. When to use: When validate-grammar returns too many issues and you need to see patterns, not individual warnings. Improvements over basic validation:
Example output: Summary: 17,234 issues
Parameters:
Returns: Aggregated summary, grouped issues, and actionable recommendations. | ||||||||||||
| detect-quantifier-issuesA | Detect suspicious quantifier patterns that may prevent parsing real configs. When to use: After seeing "unrecognized syntax" warnings or when rules don't match multi-line configs. Common patterns detected:
Real-world example: Rule: srs_definition: ... source_setting? destination_setting? action_setting? Issue: Config has multiple 'set source', 'set destination' lines Fix: Change to (source_setting | destination_setting | action_setting)* Returns: List of suspicious patterns with suggestions and reasoning. | ||||||||||||
| detect-incomplete-parsingA | Detect incomplete parsing patterns (anti-patterns that discard content). When to use: When grammar parses configs but doesn't capture structure, or uses placeholder patterns. Anti-patterns detected:
Real-world impact:
Recommendations:
Returns: List of incomplete parsing patterns with suggestions. | ||||||||||||
| fix-quantifier-issuesA | Selectively fix suspicious quantifier patterns - change )? to )* for specific rules. When to use: After detect-quantifier-issues identifies problems. Workflow:
What it fixes:
Examples: // Step 1: Detect issues detect-quantifier-issues(from_file: "PaloAlto_interface.g4") → Shows: snie_ethernet, snie_lacp, sniel_high_availability, snil_units // Step 2: Fix specific rules fix-quantifier-issues( from_file: "PaloAlto_interface.g4", rule_names: ["snie_ethernet", "snie_lacp", "snil_units"] ) → Fixes only those 3 rules // Fix all detected issues fix-quantifier-issues(from_file: "PaloAlto_interface.g4") → Fixes all suspicious patterns // Preview without changing fix-quantifier-issues( from_file: "PaloAlto_interface.g4", dry_run: true ) → Shows what would change Real-world: Palo Alto grammar had 15 rules flagged. User fixed 12, left 3 as-is (they were correct). Returns: List of changes with line numbers and reasoning |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| ComplexGrammar.g4 | ANTLR4 Grammar: ComplexGrammar.g4 |
| SimpleExpr.g4 | ANTLR4 Grammar: SimpleExpr.g4 |
| TemplateLexer.g4 | ANTLR4 Grammar: TemplateLexer.g4 |
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/natl-set/antlr4-mcp'
If you have feedback or need assistance with the MCP directory API, please join our Discord server